Papers with Code – GitHub Version

Um Deep Learning besser und schneller lernen, es ist sehr hilfreich eine Arbeit reproduzieren zu können.

Ich habe hier damals über Papers with Code geschrieben. Heute möchte ich aber die GitHub Version von Papers with Code vorstellen. Zaur Fataliyev kümmert sich aktiv, um diese Liste zu erweitern. Die Papiere sind nicht nur nach Sternen sortiert, sondern auch nach Jahr geordnet, was es noch einfacher macht, herausragende Forschungsergebnisse zu finden – natürlich mit entsprechendem Code.


Title Conf Code Stars
Video-to-Video Synthesis NIPS code 4749
Deep Image Prior CVPR code 3451
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR code 3104
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV code 2109
Learning to See in the Dark CVPR code 2033
Glow: Generative Flow with Invertible 1×1 Convolutions NIPS code 1862
Squeeze-and-Excitation Networks CVPR code 1263
Efficient Neural Architecture Search via Parameters Sharing ICML code 1189
Multimodal Unsupervised Image-to-image Translation ECCV code 1183
Non-Local Neural Networks CVPR code 859
Image Generation From Scene Graphs CVPR code 772
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR code 690
Single-Shot Refinement Neural Network for Object Detection CVPR code 668
GANimation: Anatomically-aware Facial Animation from a Single Image ECCV code 628
Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 549
Relation Networks for Object Detection CVPR code 532
PointCNN NIPS code 506
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML code 491
Simple Baselines for Human Pose Estimation and Tracking ECCV code 488
Taskonomy: Disentangling Task Transfer Learning CVPR code 453
Which Training Methods for GANs do actually Converge? ICML code 453
Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 447
Pelee: A Real-Time Object Detection System on Mobile Devices NIPS code 441
Generative Image Inpainting With Contextual Attention CVPR code 441
Neural 3D Mesh Renderer CVPR code 436
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 416
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR code 412
End-to-End Recovery of Human Shape and Pose CVPR code 388
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 388
ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV code 372
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 360
Distractor-aware Siamese Networks for Visual Object Tracking ECCV code 350
Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 346
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 339
Gibson Env: Real-World Perception for Embodied Agents CVPR code 332
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 309
Soccer on Your Tabletop CVPR code 308
Noise2Noise: Learning Image Restoration without Clean Data ICML code 304
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 301
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 301
Neural Baby Talk CVPR code 292
Acquisition of Localization Confidence for Accurate Object Detection ECCV code 285
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR code 283
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 283
Fast End-to-End Trainable Guided Filter CVPR code 274
Adversarially Regularized Autoencoders ICML code 261
License Plate Detection and Recognition in Unconstrained Scenarios ECCV code 258
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 257
Supervising Unsupervised Learning NIPS code 255
Pyramid Stereo Matching Network CVPR code 250
Convolutional Neural Networks With Alternately Updated Clique CVPR code 250
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 241
Neural Relational Inference for Interacting Systems ICML code 240
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 239
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS code 230
Learning to Segment Every Thing CVPR code 227
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 223
End-to-End Learning of Motion Representation for Video Understanding CVPR code 222
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV code 219
Bilinear Attention Networks NIPS code 216
Iterative Visual Reasoning Beyond Convolutions CVPR code 213
Semi-Parametric Image Synthesis CVPR code 213
A Style-Aware Content Loss for Real-time HD Style Transfer ECCV code 201
Style Aggregated Network for Facial Landmark Detection CVPR code 192
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 189
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML code 186
Referring Relationships CVPR code 185
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 184
Compressed Video Action Recognition CVPR code 180
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 178
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation ECCV code 176
Latent Alignment and Variational Attention NIPS code 172
Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 170
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 166
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 158
Single View Stereo Matching CVPR code 158
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 156
An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 156
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 154
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 153
Evolved Policy Gradients NIPS code 151
Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 150
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 150
Learning Category-Specific Mesh Reconstruction from Image Collections ECCV code 146
Group Normalization ECCV code 145
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 142
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 142
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 142
Deep Clustering for Unsupervised Learning of Visual Features ECCV code 139
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation ECCV code 139
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 139
Facelet-Bank for Fast Portrait Manipulation CVPR code 138
Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV code 137
ECO: Efficient Convolutional Network for Online Video Understanding ECCV code 137
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 137
Self-Imitation Learning ICML code 136
Residual Dense Network for Image Super-Resolution CVPR code 134
Embodied Question Answering CVPR code 132
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 131
Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 131
Densely Connected Pyramid Dehazing Network CVPR code 130
Camera Style Adaptation for Person Re-Identification CVPR code 128
Neural Motifs: Scene Graph Parsing With Global Context CVPR code 127
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 125
Relational recurrent neural networks NIPS code 124
LSTM Pose Machines CVPR code 124
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 123
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 121
Context Embedding Networks CVPR code 120
Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 119
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 119
Learning to Compare: Relation Network for Few-Shot Learning CVPR code 118
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV code 116
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 116
MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV code 116
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 116
L4: Practical loss-based stepsize adaptation for deep learning NIPS code 116
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 115
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR code 114
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 114
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network ECCV code 113
Gated Path Planning Networks ICML code 113
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 110
Decoupled Networks CVPR code 109
Video Based Reconstruction of 3D People Models CVPR code 109
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 109
DeepMVS: Learning Multi-View Stereopsis CVPR code 108
Hierarchical Imitation and Reinforcement Learning ICML code 107
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 107
Adaptive Affinity Fields for Semantic Segmentation ECCV code 107
Long-term Tracking in the Wild: a Benchmark ECCV code 106
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS code 106
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 104
Deep Back-Projection Networks for Super-Resolution CVPR code 104
3D-CODED: 3D Correspondences by Deep Deformation ECCV code 102
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 102
Scale-Recurrent Network for Deep Image Deblurring CVPR code 101
PU-Net: Point Cloud Upsampling Network CVPR code 101
Noisy Natural Gradient as Variational Inference ICML code 100
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 99
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 97
DenseASPP for Semantic Segmentation in Street Scenes CVPR code 97
Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV code 97
Graph R-CNN for Scene Graph Generation ECCV code 96
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 94
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 93
Deep Depth Completion of a Single RGB-D Image CVPR code 93
MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 92
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML code 91
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV code 89
Neural Arithmetic Logic Units NIPS code 87
Perturbative Neural Networks CVPR code 86
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 86
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 86
End-to-End Weakly-Supervised Semantic Alignment CVPR code 86
Learning Blind Video Temporal Consistency ECCV code 84
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV code 84
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights ECCV code 83
Nonlinear 3D Face Morphable Model CVPR code 81
Deep Mutual Learning CVPR code 80
Image Inpainting for Irregular Holes Using Partial Convolutions ECCV code 79
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV code 78
Integral Human Pose Regression ECCV code 77
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 77
Attention-based Deep Multiple Instance Learning ICML code 77
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 77
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR code 76
Macro-Micro Adversarial Network for Human Parsing ECCV code 76
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV code 75
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks ECCV code 75
Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR code 75
Synthesizing Images of Humans in Unseen Poses CVPR code 74
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 74
Tell Me Where to Look: Guided Attention Inference Network CVPR code 74
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 73
Recurrent Relational Networks NIPS code 73
VITON: An Image-Based Virtual Try-On Network CVPR code 73
VITAL: VIsual Tracking via Adversarial Learning CVPR code 73
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 72
Recurrent Pixel Embedding for Instance Grouping CVPR code 71
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV code 69
Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV code 67
Visual Feature Attribution Using Wasserstein GANs CVPR code 67
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 66
Learning SO(3) Equivariant Representations with Spherical CNNs ECCV code 64
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ECCV code 64
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 64
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 64
One-Shot Unsupervised Cross Domain Translation NIPS code 62
Pairwise Confusion for Fine-Grained Visual Classification ECCV code 62
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 62
Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV code 61
Learning Depth From Monocular Videos Using Direct Methods CVPR code 61
Optimizing the Latent Space of Generative Networks ICML code 60
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 59
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 59
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 59
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 58
Progressive Neural Architecture Search ECCV code 58
Generative Neural Machine Translation NIPS code 58
Learning to Reweight Examples for Robust Deep Learning ICML code 58
Object Level Visual Reasoning in Videos ECCV code 57
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 57
Improving Generalization via Scalable Neighborhood Component Analysis ECCV code 57
Geometry-Aware Learning of Maps for Camera Localization CVPR code 57
Path-Level Network Transformation for Efficient Architecture Search ICML code 57
Decorrelated Batch Normalization CVPR code 57
Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 57
Disentangled Person Image Generation CVPR code 57
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 57
Diverse Image-to-Image Translation via Disentangled Representations ECCV code 56
Pointwise Convolutional Neural Networks CVPR code 56
Neural Program Synthesis from Diverse Demonstration Videos ICML code 56
Learning Less Is More – 6D Camera Localization via 3D Surface Regression CVPR code 55
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency ECCV code 55
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 55
Depth-aware CNN for RGB-D Segmentation ECCV code 55
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 54
Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 54
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 54
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 54
SparseMAP: Differentiable Sparse Structured Inference ICML code 54
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 53
Neural Style Transfer via Meta Networks CVPR code 52
Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 51
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV code 50
Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 50
Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV code 49
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 49
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 49
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR code 49
Hierarchical Long-term Video Prediction without Supervision ICML code 49
PDE-Net: Learning PDEs from Data ICML code 48
Discriminability Objective for Training Descriptive Captions CVPR code 48
Efficient end-to-end learning for quantizable representations ICML code 47
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency ECCV code 47
Visual Question Generation as Dual Task of Visual Question Answering CVPR code 47
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 47
Learning to Find Good Correspondences CVPR code 46
Conditional Probability Models for Deep Image Compression CVPR code 45
Pose-Normalized Image Generation for Person Re-identification ECCV code 45
Wasserstein Introspective Neural Networks CVPR code 45
Learning to Navigate for Fine-grained Classification ECCV code 44
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 44
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 44
Measuring abstract reasoning in neural networks ICML code 44
Unsupervised Attention-guided Image-to-Image Translation NIPS code 44
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV code 44
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML code 43
Learning towards Minimum Hyperspherical Energy NIPS code 43
Learning Pose Specific Representations by Predicting Different Views CVPR code 42
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV code 42
Differentiable Compositional Kernel Learning for Gaussian Processes ICML code 41
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV code 41
Real-World Anomaly Detection in Surveillance Videos CVPR code 40
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 40
DeepVS: A Deep Learning Based Video Saliency Prediction Approach ECCV code 40
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV code 39
Image Manipulation with Perceptual Discriminators ECCV code 39
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 39
Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 39
Video Re-localization ECCV code 39
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting ECCV code 39
Learning Intrinsic Image Decomposition From Watching the World CVPR code 39
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV code 38
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 37
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML code 37
Superpixel Sampling Networks ECCV code 37
CBAM: Convolutional Block Attention Module ECCV code 36
Self-produced Guidance for Weakly-supervised Object Localization ECCV code 36
Surface Networks CVPR code 36
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 35
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML code 35
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML code 35
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML code 35
Neural Autoregressive Flows ICML code 35
Robust Classification With Convolutional Prototype Learning CVPR code 34
Pose Partition Networks for Multi-Person Pose Estimation ECCV code 33
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV code 33
Frame-Recurrent Video Super-Resolution CVPR code 33
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation NIPS code 33
Partial Adversarial Domain Adaptation ECCV code 33
Part-Aligned Bilinear Representations for Person Re-Identification ECCV code 32
Generalisation in humans and deep neural networks NIPS code 32
Generative Adversarial Perturbations CVPR code 32
Human Semantic Parsing for Person Re-Identification CVPR code 32
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV code 32
Towards Binary-Valued Gates for Robust LSTM Training ICML code 31
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML code 31
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV code 31
Learning-based Video Motion Magnification ECCV code 31
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 31
NetGAN: Generating Graphs via Random Walks ICML code 31
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 31
Visualizing and Understanding Atari Agents ICML code 31
Learning Visual Question Answering by Bootstrapping Hard Attention ECCV code 30
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV code 30
Mean Field Multi-Agent Reinforcement Learning ICML code 30
Black-box Adversarial Attacks with Limited Queries and Information ICML code 29
Zero-Shot Object Detection ECCV code 29
Stacked Cross Attention for Image-Text Matching ECCV code 29
Gated Fusion Network for Single Image Dehazing CVPR code 28
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 28
Graphical Generative Adversarial Networks NIPS code 28
SeGAN: Segmenting and Generating the Invisible CVPR code 28
Isolating Sources of Disentanglement in Variational Autoencoders NIPS code 28
Learning Semantic Representations for Unsupervised Domain Adaptation ICML code 28
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 28
Deep Model-Based 6D Pose Refinement in RGB ECCV code 27
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR code 27
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 27
Deflecting Adversarial Attacks With Pixel Deflection CVPR code 27
Adversarial Logit Pairing NIPS code 27
The Sound of Pixels ECCV code 27
Learning Warped Guidance for Blind Face Restoration ECCV code 27
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 27
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 26
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 26
Neural Guided Constraint Logic Programming for Program Synthesis NIPS code 26
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 25
Quaternion Convolutional Neural Networks ECCV code 25
Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 25
Interpretable Convolutional Neural Networks CVPR code 25
Learning Dynamic Memory Networks for Object Tracking ECCV code 25
Disentangling by Factorising ICML code 25
Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 24
Learning to Evaluate Image Captioning CVPR code 24
SketchyScene: Richly-Annotated Scene Sketches ECCV code 24
Tangent Convolutions for Dense Prediction in 3D CVPR code 24
Layer-structured 3D Scene Inference via View Synthesis ECCV code 24
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV code 23
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 23
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 23
Deep Texture Manifold for Ground Terrain Recognition CVPR code 23
Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
Deep Regression Tracking with Shrinkage Loss ECCV code 23
Controllable Video Generation With Sparse Trajectories CVPR code 23
First Order Generative Adversarial Networks ICML code 23
IQA: Visual Question Answering in Interactive Environments CVPR code 23
Interpretable Intuitive Physics Model ECCV code 23
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 23
Graph-Cut RANSAC CVPR code 22
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV code 22
Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV code 21
Conditional Image-to-Image Translation CVPR code 21
Between-Class Learning for Image Classification CVPR code 21
LF-Net: Learning Local Features from Images NIPS code 21
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 21
Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 21
Learning to Promote Saliency Detectors CVPR code 21
Visualizing the Loss Landscape of Neural Nets NIPS code 21
Real-time ‚Actor-Critic‘ Tracking ECCV code 20
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 20
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 20
Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 20
EC-Net: an Edge-aware Point set Consolidation Network ECCV code 20
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS code 20
Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 20
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 20
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 20
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV code 19
Partial Transfer Learning With Selective Adversarial Networks CVPR code 19
Learning to Blend Photos ECCV code 19
Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV code 19
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 19
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML code 19
Speaker-Follower Models for Vision-and-Language Navigation NIPS code 19
Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML code 19
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML code 19
Cross-Modal Deep Variational Hand Pose Estimation CVPR code 19
Hyperbolic Neural Networks NIPS code 19
Flow-Grounded Spatial-Temporal Video Prediction from Still Images ECCV code 19
Single Shot Scene Text Retrieval ECCV code 18
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 18
Audio-Visual Event Localization in Unconstrained Videos ECCV code 18
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 18
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS code 18
Learning to Multitask NIPS code 18
Deep Randomized Ensembles for Metric Learning ECCV code 18
Neural Architecture Search with Bayesian Optimisation and Optimal Transport NIPS code 18
Neural Code Comprehension: A Learnable Representation of Code Semantics NIPS code 18
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 18
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 18
Deep High Dynamic Range Imaging with Large Foreground Motions ECCV code 18
Fully Motion-Aware Network for Video Object Detection ECCV code 17
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS code 17
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 17
Multi-scale Residual Network for Image Super-Resolution ECCV code 17
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints ECCV code 17
Link Prediction Based on Graph Neural Networks NIPS code 17
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 17
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 17
Dimensionality-Driven Learning with Noisy Labels ICML code 16
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 16
Visual Question Reasoning on General Dependency Tree CVPR code 16
Explainable Neural Computation via Stack Neural Module Networks ECCV code 16
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 16
CryptoKnight: Generating and Modelling Compiled Cryptographic Primitives code 12
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data NIPS code 16
Triplet Loss in Siamese Network for Object Tracking ECCV code 16
Crowd Counting With Deep Negative Correlation Learning CVPR code 16
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 16
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders ECCV code 16
Coded Sparse Matrix Multiplication ICML code 15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 15
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR code 15
Functional Gradient Boosting based on Residual Network Perception ICML code 15
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR code 15
Deep One-Class Classification ICML code 15
Conditional Image-Text Embedding Networks ECCV code 15
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 15
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 15
Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV code 14
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 14
Weakly- and Semi-Supervised Panoptic Segmentation ECCV code 14
A Spectral Approach to Gradient Estimation for Implicit Distributions ICML code 14
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 14
Grounding Referring Expressions in Images by Variational Context CVPR code 14
Bayesian Optimization of Combinatorial Structures ICML code 14
Revisiting Deep Intrinsic Image Decompositions CVPR code 14
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV code 14
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 14
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition ECCV code 14
Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 14
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 13
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 13
Hierarchical Relational Networks for Group Activity Recognition and Retrieval ECCV code 13
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 13
NAG: Network for Adversary Generation CVPR code 13
Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 13
Adversarial Attack on Graph Structured Data ICML code 13
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration ECCV code 13
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 13
To Trust Or Not To Trust A Classifier NIPS code 13
Efficient Neural Audio Synthesis ICML code 13
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 13
Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV code 13
Decouple Learning for Parameterized Image Operators ECCV code 12
Learning and Using the Arrow of Time CVPR code 12
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 12
Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 12
Gesture Recognition: Focus on the Hands CVPR code 12
Local Spectral Graph Convolution for Point Set Feature Learning ECCV code 12
Low-Shot Learning With Large-Scale Diffusion CVPR code 12
Objects that Sound ECCV code 12
CTAP: Complementary Temporal Action Proposal Generation ECCV code 12
Image Transformer ICML code 12
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML code 11
Joint Optimization Framework for Learning With Noisy Labels CVPR code 11
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV code 11
Hierarchical Novelty Detection for Visual Object Recognition CVPR code 11
Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS code 11
Learning Rich Features for Image Manipulation Detection CVPR code 11
Future Person Localization in First-Person Videos CVPR code 11
Neural Sign Language Translation CVPR code 11
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 11
Convolutional Image Captioning CVPR code 11
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 11
Deep Expander Networks: Efficient Deep Networks from Graph Theory ECCV code 11
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 11
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries ECCV code 11
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 11
Learning Transferable Architectures for Scalable Image Recognition CVPR code 11
Hierarchical Multi-Label Classification Networks ICML code 11
Open Set Domain Adaptation by Backpropagation ECCV code 10
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 10
Pose Proposal Networks ECCV code 10
Learning by Asking Questions CVPR code 10
Densely Connected Attention Propagation for Reading Comprehension NIPS code 10
Adversarial Time-to-Event Modeling ICML code 10
Fully-Convolutional Point Networks for Large-Scale Point Clouds ECCV code 10
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 10
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML code 10
Accelerating Natural Gradient with Higher-Order Invariance ICML code 10
Anonymous Walk Embeddings ICML code 10
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS code 10
Learning Type-Aware Embeddings for Fashion Compatibility ECCV code 10
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML code 10
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 10
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML code 10
Learning to Understand Image Blur CVPR code 10
AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 10
Attention in Convolutional LSTM for Gesture Recognition NIPS code 9
Rethinking the Form of Latent States in Image Captioning ECCV code 9
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS code 9
Deep Diffeomorphic Transformer Networks CVPR code 9
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 9
Synthesizing Robust Adversarial Examples ICML code 9
Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 9
Learning Dynamics of Linear Denoising Autoencoders ICML code 9
AMNet: Memorability Estimation With Attention CVPR code 9
Hashing as Tie-Aware Learning to Rank CVPR code 9
Variational Autoencoders for Deforming 3D Mesh Models CVPR code 9
Recovering 3D Planes from a Single Image via Convolutional Neural Networks ECCV code 8
Boosting Domain Adaptation by Discovering Latent Domains CVPR code 8
Fast Information-theoretic Bayesian Optimisation ICML code 8
Salient Object Detection Driven by Fixation Prediction CVPR code 8
Deep Variational Reinforcement Learning for POMDPs ICML code 8
Cross-View Image Synthesis Using Conditional GANs CVPR code 8
Excitation Backprop for RNNs CVPR code 8
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NIPS code 8
Analyzing Uncertainty in Neural Machine Translation ICML code 8
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 8
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 8
PacGAN: The power of two samples in generative adversarial networks NIPS code 7
Decoupled Parallel Backpropagation with Convergence Guarantee ICML code 7
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS code 7
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data ECCV code 7
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 7
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 7
Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 7
Detecting and Correcting for Label Shift with Black Box Predictors ICML code 7
A Two-Step Disentanglement Method CVPR code 7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML code 7
Conditional Prior Networks for Optical Flow ECCV code 7
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML code 7
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 7
Clipped Action Policy Gradient ICML code 7
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 7
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS code 6
On GANs and GMMs NIPS code 6
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters ECCV code 6
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 6
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 6
Banach Wasserstein GAN NIPS code 6
Low-Shot Learning With Imprinted Weights CVPR code 6
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 6
Towards Open-Set Identity Preserving Face Synthesis CVPR code 6
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking ECCV code 6
Adversarial Learning with Local Coordinate Coding ICML code 6
Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 6
Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 6
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV code 5
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 5
Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV code 5
Dynamic Conditional Networks for Few-Shot Learning ECCV code 5
The Description Length of Deep Learning models NIPS code 5
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML code 5
Multimodal Generative Models for Scalable Weakly-Supervised Learning NIPS code 5
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML code 5
Inner Space Preserving Generative Pose Machine ECCV code 5
Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 5
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 5
Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML code 5
Transfer Learning via Learning to Transfer ICML code 5
Ultra Large-Scale Feature Selection using Count-Sketches ICML code 5
Learning to Separate Object Sounds by Watching Unlabeled Video ECCV code 5
HiDDeN: Hiding Data with Deep Networks ECCV code 5
Orthogonally Decoupled Variational Gaussian Processes NIPS code 5
Constraint-Aware Deep Neural Network Compression ECCV code 5
Assessing Generative Models via Precision and Recall NIPS code 5
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML code 5
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV code 5
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 5
Unsupervised holistic image generation from key local patches ECCV code 5
Learning Steady-States of Iterative Algorithms over Graphs ICML code 5
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML code 5
Inter and Intra Topic Structure Learning with Word Embeddings ICML code 5
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML code 5
Neural Architecture Optimization NIPS code 5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML code 5
Dynamic-Structured Semantic Propagation Network CVPR code 5
Human Pose Estimation With Parsing Induced Learner CVPR code 5
Learning Face Age Progression: A Pyramid Architecture of GANs CVPR code 4
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 4
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV code 4
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR code 4
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR code 4
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling ECCV code 4
Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 4
End-to-End Incremental Learning ECCV code 4
Statistically-motivated Second-order Pooling ECCV code 4
Classification from Pairwise Similarity and Unlabeled Data ICML code 4
DVQA: Understanding Data Visualizations via Question Answering CVPR code 4
Towards Realistic Predictors ECCV code 4
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 4
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS code 4
Quadrature-based features for kernel approximation NIPS code 4
Transferable Adversarial Perturbations ECCV code 4
BourGAN: Generative Networks with Metric Embeddings NIPS code 4
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification ECCV code 4
Estimating the Success of Unsupervised Image to Image Translation ECCV code 4
Tracking Emerges by Colorizing Videos ECCV code 4
Differentially Private Database Release via Kernel Mean Embeddings ICML code 4
Inference Suboptimality in Variational Autoencoders ICML code 4
Mutual Information Neural Estimation ICML code 4
Convergent Tree Backup and Retrace with Function Approximation ICML code 3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML code 3
Saliency Detection in 360° Videos ECCV code 3
Learning to Branch ICML code 3
Gaze Prediction in Dynamic 360° Immersive Videos CVPR code 3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 3
A Joint Sequence Fusion Model for Video Question Answering and Retrieval ECCV code 3
Sidekick Policy Learning for Active Visual Exploration ECCV code 3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
Learning Answer Embeddings for Visual Question Answering CVPR code 3
Deep Burst Denoising ECCV code 3
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 3
Image Super-Resolution via Dual-State Recurrent Networks CVPR code 3
Deepcode: Feedback Codes via Deep Learning NIPS code 3
Parallel Bayesian Network Structure Learning ICML code 3
SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV code 3
Disentangling Factors of Variation by Mixing Them CVPR code 3
Diverse and Coherent Paragraph Generation from Images ECCV code 3
Statistical Recurrent Models on Manifold valued Data NIPS code 3
Ring Loss: Convex Feature Normalization for Face Recognition CVPR code 3
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving ECCV code 3
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML code 3


Title Conf Code Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 42687
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 42687
Focal Loss for Dense Object Detection ICCV code 16767
Deep Photo Style Transfer CVPR code 11271
Mask R-CNN ICCV code 8051
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 6871
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 5630
Attention is All you Need NIPS code 5247
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV code 3214
Densely Connected Convolutional Networks CVPR code 2923
A Unified Approach to Interpreting Model Predictions NIPS code 2314
Deformable Convolutional Networks ICCV code 1824
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1771
Fully Convolutional Instance-Aware Semantic Segmentation CVPR code 1333
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR code 1311
Improved Training of Wasserstein GANs NIPS code 1292
Aggregated Residual Transformations for Deep Neural Networks CVPR code 1285
Photographic Image Synthesis With Cascaded Refinement Networks ICCV code 1115
Unsupervised Image-to-Image Translation Networks NIPS code 1114
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR code 1092
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis CVPR code 1034
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR code 953
Bayesian GAN NIPS code 931
Deep Feature Flow for Video Recognition CVPR code 890
Pyramid Scene Parsing Network CVPR code 859
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 853
Finding Tiny Faces CVPR code 801
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML code 764
YOLO9000: Better, Faster, Stronger CVPR code 729
Toward Multimodal Image-to-Image Translation NIPS code 706
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks CVPR code 663
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 648
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML code 632
Inferring and Executing Programs for Visual Reasoning ICCV code 620
Channel Pruning for Accelerating Very Deep Neural Networks ICCV code 571
Dilated Residual Networks CVPR code 555
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML code 550
DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV code 547
Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization ICCV code 529
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 514
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV code 492
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network CVPR code 486
Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR code 477
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR code 470
SSH: Single Stage Headless Face Detector ICCV code 430
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR code 429
Dual Path Networks NIPS code 421
Inductive Representation Learning on Large Graphs NIPS code 420
Video Frame Interpolation via Adaptive Convolution CVPR code 418
Video Frame Interpolation via Adaptive Separable Convolution ICCV code 418
Joint Detection and Identification Feature Learning for Person Search CVPR code 414
Flow-Guided Feature Aggregation for Video Object Detection ICCV code 391
Recurrent Highway Networks ICML code 387
Deep Image Matting CVPR code 367
Detect to Track and Track to Detect ICCV code 353
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
Annotating Object Instances With a Polygon-RNN CVPR code 339
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation CVPR code 337
Deep Lattice Networks and Partial Monotonic Functions NIPS code 330
RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR code 329
Detecting Oriented Text in Natural Images by Linking Segments CVPR code 324
Universal Style Transfer via Feature Transforms NIPS code 322
Accurate Single Stage Detector Using Recurrent Rolling Convolution CVPR code 304
One-Shot Video Object Segmentation CVPR code 298
Efficient softmax approximation for GPUs ICML code 290
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution CVPR code 288
Pixel Recursive Super Resolution ICCV code 283
Residual Attention Network for Image Classification CVPR code 278
Dilated Recurrent Neural Networks NIPS code 275
OctNet: Learning Deep 3D Representations at High Resolutions CVPR code 275
Feature Pyramid Networks for Object Detection CVPR code 270
The Predictron: End-To-End Learning and Planning ICML code 268
DeepBach: a Steerable Model for Bach Chorales Generation ICML code 261
Self-Critical Sequence Training for Image Captioning CVPR code 259
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR code 259
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 259
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image CVPR code 248
Richer Convolutional Features for Edge Detection CVPR code 238
OptNet: Differentiable Optimization as a Layer in Neural Networks ICML code 237
Deep Voice: Real-time Neural Text-to-Speech ICML code 230
Convolutional Sequence to Sequence Learning ICML code 228
Reinforcement Learning with Deep Energy-Based Policies ICML code 206
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning CVPR code 204
Stacked Generative Adversarial Networks CVPR code 204
RMPE: Regional Multi-Person Pose Estimation ICCV code 203
BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV code 201
Language Modeling with Gated Convolutional Networks ICML code 200
A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR code 199
Spatially Adaptive Computation Time for Residual Networks CVPR code 198
Prototypical Networks for Few-shot Learning NIPS code 198
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV code 194
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 193
Generative Face Completion CVPR code 191
Deeply Supervised Salient Object Detection With Short Connections CVPR code 190
Recurrent Scale Approximation for Object Detection in CNN ICCV code 189
Visual Dialog CVPR code 187
FastMask: Segment Multi-Scale Object Candidates in One Shot CVPR code 183
Learning Deep CNN Denoiser Prior for Image Restoration CVPR code 179
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV code 179
Interpretable Explanations of Black Boxes by Meaningful Perturbation ICCV code 176
Semantic Scene Completion From a Single Depth Image CVPR code 173
Inverse Compositional Spatial Transformer Networks CVPR code 172
Learning From Synthetic Humans CVPR code 171
Learning Feature Pyramids for Human Pose Estimation ICCV code 169
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV code 168
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 166
Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV code 166
3D Bounding Box Estimation Using Deep Learning and Geometry CVPR code 166
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV code 164
Multi-View 3D Object Detection Network for Autonomous Driving CVPR code 164
Learning Efficient Convolutional Networks Through Network Slimming ICCV code 163
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV code 163
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 163
Fast Image Processing With Fully-Convolutional Networks ICCV code 162
Scene Graph Generation by Iterative Message Passing CVPR code 160
Single Shot Text Detector With Regional Attention ICCV code 156
Image Super-Resolution via Deep Recursive Residual Network CVPR code 152
Input Convex Neural Networks ICML code 152
Oriented Response Networks CVPR code 150
Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 148
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR code 147
On Human Motion Prediction Using Recurrent Neural Networks CVPR code 144
Language Modeling with Recurrent Highway Hypernetworks NIPS code 144
Soft Proposal Networks for Weakly Supervised Object Localization ICCV code 142
Axiomatic Attribution for Deep Networks ICML code 141
Low-Shot Visual Recognition by Shrinking and Hallucinating Features ICCV code 140
Simple Does It: Weakly Supervised Instance and Semantic Segmentation CVPR code 140
Deep Feature Interpolation for Image Content Changes CVPR code 139
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 138
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML code 135
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks CVPR code 133
Triple Generative Adversarial Nets NIPS code 132
Conditional Similarity Networks CVPR code 132
One-Sided Unsupervised Domain Mapping NIPS code 130
Attentive Recurrent Comparators ICML code 130
Detecting Visual Relationships With Deep Relational Networks CVPR code 130
Gradient Episodic Memory for Continual Learning NIPS code 127
Controlling Perceptual Factors in Neural Style Transfer CVPR code 125
CREST: Convolutional Residual Learning for Visual Tracking ICCV code 125
Multi-Context Attention for Human Pose Estimation CVPR code 124
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow ICCV code 122
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach ICCV code 121
DSAC – Differentiable RANSAC for Camera Localization CVPR code 120
Learning a Multi-View Stereo Machine NIPS code 120
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 120
Segmentation-Aware Convolutional Networks Using Local Attention Masks ICCV code 120
Bayesian Compression for Deep Learning NIPS code 119
Value Prediction Network NIPS code 116
Hierarchical Attentive Recurrent Tracking NIPS code 116
Discriminative Correlation Filter With Channel and Spatial Reliability CVPR code 115
Learning by Association — A Versatile Semi-Supervised Training Method for Neural Networks CVPR code 114
Associative Domain Adaptation ICCV code 114
Concrete Dropout NIPS code 113
SVDNet for Pedestrian Retrieval ICCV code 113
Semantic Image Synthesis via Adversarial Learning ICCV code 112
Spatiotemporal Multiplier Networks for Video Action Recognition CVPR code 110
Deep Pyramidal Residual Networks CVPR code 110
Good Semi-supervised Learning That Requires a Bad GAN NIPS code 109
Deep Watershed Transform for Instance Segmentation CVPR code 108
PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR code 108
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner ICCV code 107
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 107
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR code 106
Bayesian Optimization with Gradients NIPS code 106
Detail-Revealing Deep Video Super-Resolution ICCV code 106
MemNet: A Persistent Memory Network for Image Restoration ICCV code 106
Compressed Sensing using Generative Models ICML code 105
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation ICCV code 104
Deep Hyperspherical Learning NIPS code 103
FeUdal Networks for Hierarchical Reinforcement Learning ICML code 102
Switching Convolutional Neural Network for Crowd Counting CVPR code 102
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR code 101
Working hard to know your neighbor’s margins: Local descriptor learning loss NIPS code 100
Video Frame Synthesis Using Deep Voxel Flow ICCV code 100
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 99
Adversarial Discriminative Domain Adaptation CVPR code 98
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ICCV code 96
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR code 94
Interleaved Group Convolutions ICCV code 92
Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 92
Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 89
Decoupled Neural Interfaces using Synthetic Gradients ICML code 86
AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR code 86
Learning a Deep Embedding Model for Zero-Shot Learning CVPR code 86
Genetic CNN ICCV code 85
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR code 85
Semantic Autoencoder for Zero-Shot Learning CVPR code 85
Learning Combinatorial Optimization Algorithms over Graphs NIPS code 84
HashNet: Deep Learning to Hash by Continuation ICCV code 84
ECO: Efficient Convolution Operators for Tracking CVPR code 84
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 83
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR code 82
Fast-Slow Recurrent Neural Networks NIPS code 82
GANs for Biological Image Synthesis ICCV code 82
Optical Flow in Mostly Rigid Scenes CVPR code 80
Representation Learning by Learning to Count ICCV code 80
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs ICCV code 80
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 80
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 78
Deeply-Learned Part-Aligned Representations for Person Re-Identification ICCV code 78
Deep Video Deblurring for Hand-Held Cameras CVPR code 78
Causal Effect Inference with Deep Latent-Variable Models NIPS code 78
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR code 77
Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR code 77
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 77
A-NICE-MC: Adversarial Training for MCMC NIPS code 74
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose CVPR code 74
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR code 74
Unsupervised Video Summarization With Adversarial LSTM Networks CVPR code 73
Local Binary Convolutional Neural Networks CVPR code 73
Hard-Aware Deeply Cascaded Embedding ICCV code 72
Query-Guided Regression Network With Context Policy for Phrase Grounding ICCV code 72
End-To-End Instance Segmentation With Recurrent Attention CVPR code 71
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR code 71
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR code 70
Constrained Policy Optimization ICML code 70
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 70
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 69
Top-Down Visual Saliency Guided by Captions CVPR code 68
Deep Image Harmonization CVPR code 67
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR code 67
What Actions Are Needed for Understanding Human Actions in Videos? ICCV code 67
Feedback Networks CVPR code 66
Video Propagation Networks CVPR code 65
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR code 64
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR code 64
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis ICCV code 63
Raster-To-Vector: Revisiting Floorplan Transformation ICCV code 63
Optical Flow Estimation Using a Spatial Pyramid Network CVPR code 63
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV code 63
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR code 62
Training Deep Networks without Learning Rates Through Coin Betting NIPS code 61
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR code 61
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification ICCV code 61
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 60
Full Resolution Image Compression With Recurrent Neural Networks CVPR code 60
Playing for Benchmarks ICCV code 60
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR code 58
Quality Aware Network for Set to Set Recognition CVPR code 58
Person Re-Identification in the Wild CVPR code 58
Toward Controlled Generation of Text ICML code 58
AdaGAN: Boosting Generative Models NIPS code 58
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 58
Dance Dance Convolution ICML code 58
Convolutional Gaussian Processes NIPS code 57
Image-To-Image Translation With Conditional Adversarial Networks CVPR code 57
Xception: Deep Learning With Depthwise Separable Convolutions CVPR code 57
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models ICCV code 57
Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR code 56
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV code 56
Deep Subspace Clustering Networks NIPS code 56
A Distributional Perspective on Reinforcement Learning ICML code 56
Factorized Bilinear Models for Image Recognition ICCV code 55
Online and Linear-Time Attention by Enforcing Monotonic Alignments ICML code 55
End-To-End 3D Face Reconstruction With Deep Neural Networks CVPR code 55
Unsupervised Learning by Predicting Noise ICML code 54
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR code 53
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR code 53
CoupleNet: Coupling Global Structure With Local Parts for Object Detection ICCV code 53
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 53
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV code 52
Dense-Captioning Events in Videos ICCV code 50
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 50
Curiosity-driven Exploration by Self-supervised Prediction ICML code 49
Deep IV: A Flexible Approach for Counterfactual Prediction ICML code 49
SST: Single-Stream Temporal Action Proposals CVPR code 49
Learning Discrete Representations via Information Maximizing Self-Augmented Training ICML code 48
Person Search With Natural Language Description CVPR code 48
Triangle Generative Adversarial Networks NIPS code 48
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS code 48
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 48
Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV code 47
Predicting Deeper Into the Future of Semantic Segmentation ICCV code 47
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR code 47
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR code 47
Neural Expectation Maximization NIPS code 46
Semantic Video CNNs Through Representation Warping ICCV code 46
Learning Blind Motion Deblurring ICCV code 46
EAST: An Efficient and Accurate Scene Text Detector CVPR code 46
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR code 45
Localizing Moments in Video With Natural Language ICCV code 44
Grammar Variational Autoencoder ICML code 44
Hybrid Reward Architecture for Reinforcement Learning NIPS code 44
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 43
Modulating early visual processing by language NIPS code 43
Visual Translation Embedding Network for Visual Relation Detection CVPR code 43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS code 43
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 42
Video Pixel Networks ICML code 42
Adversarial Examples for Semantic Segmentation and Object Detection ICCV code 42
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 41
Learning Residual Images for Face Attribute Manipulation CVPR code 41
Accurate Optical Flow via Direct Cost Volume Processing CVPR code 41
Semantic Compositional Networks for Visual Captioning CVPR code 40
Deriving Neural Architectures from Sequence and Graph Kernels ICML code 40
Generalized Orderless Pooling Performs Implicit Salient Matching ICCV code 39
Comparative Evaluation of Hand-Crafted and Learned Local Features CVPR code 39
Neural Scene De-Rendering CVPR code 39
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 39
A Linear-Time Kernel Goodness-of-Fit Test NIPS code 39
Unsupervised Adaptation for Deep Stereo ICCV code 39
On-Demand Learning for Deep Image Restoration ICCV code 38
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV code 38
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 38
Least Squares Generative Adversarial Networks ICCV code 37
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML code 37
Diversified Texture Synthesis With Feed-Forward Networks CVPR code 37
Masked Autoregressive Flow for Density Estimation NIPS code 37
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing ICCV code 37
TALL: Temporal Activity Localization via Language Query ICCV code 37
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR code 37
Neural Episodic Control ICML code 37
Fast Fourier Color Constancy CVPR code 37
Face Normals „In-The-Wild“ Using Fully Convolutional Networks CVPR code 36
What’s in a Question: Using Visual Questions as a Form of Supervision CVPR code 36
Deep Spectral Clustering Learning ICML code 36
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR code 35
Structured Embedding Models for Grouped Data NIPS code 35
Temporal Generative Adversarial Nets With Singular Value Clipping ICCV code 35
Template Matching With Deformable Diversity Similarity CVPR code 35
Deep Transfer Learning with Joint Adaptation Networks ICML code 34
Learning to Generate Long-term Future via Hierarchical Prediction ICML code 34
Real Time Image Saliency for Black Box Classifiers NIPS code 33
Using Ranking-CNN for Age Estimation CVPR code 32
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis ICCV code 32
Structured Attentions for Visual Question Answering ICCV code 32
Semantic Image Inpainting With Deep Generative Models CVPR code 31
Conditional Image Synthesis with Auxiliary Classifier GANs ICML code 31
Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 31
Unified Deep Supervised Domain Adaptation and Generalization ICCV code 31
Learning Detection With Diverse Proposals CVPR code 31
Dynamic Word Embeddings ICML code 31
Learning Active Learning from Data NIPS code 30
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 30
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV code 29
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR code 29
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML code 29
The Statistical Recurrent Unit ICML code 29
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV code 29
Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR code 29
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR code 29
StyleNet: Generating Attractive Visual Captions With Styles CVPR code 29
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR code 29
Unsupervised Learning of Disentangled Representations from Video NIPS code 28
GP CaKe: Effective brain connectivity with causal kernels NIPS code 28
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR code 28
Continual Learning Through Synaptic Intelligence ICML code 28
No Fuss Distance Metric Learning Using Proxies ICCV code 27
Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR code 27
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR code 27
LCNN: Lookup-Based Convolutional Neural Network CVPR code 27
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations CVPR code 26
Hierarchical Boundary-Aware Neural Encoder for Video Captioning CVPR code 26
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR code 25
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields CVPR code 25
Learning to Detect Salient Objects With Image-Level Supervision CVPR code 25
DeepCD: Learning Deep Complementary Descriptors for Patch Representations ICCV code 25
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 25
State-Frequency Memory Recurrent Neural Networks ICML code 25
Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR code 25
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR code 25
Neural Message Passing for Quantum Chemistry ICML code 25
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 25
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR code 24
Joint distribution optimal transportation for domain adaptation NIPS code 24
Learning Spread-Out Local Feature Descriptors ICCV code 24
Real-Time Neural Style Transfer for Videos CVPR code 23
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML code 23
Universal Adversarial Perturbations CVPR code 23
Reducing Reparameterization Gradient Variance NIPS code 23
Shading Annotations in the Wild CVPR code 23
YASS: Yet Another Spike Sorter NIPS code 23
Temporal Context Network for Activity Localization in Videos ICCV code 23
Learning High Dynamic Range From Outdoor Panoramas ICCV code 22
Contrastive Learning for Image Captioning NIPS code 22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR code 22
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 22
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV code 22
Zero-Order Reverse Filtering ICCV code 22
Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR code 22
Domain-Adaptive Deep Network Compression ICCV code 22
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 21
Exploiting Saliency for Object Segmentation From Image Level Labels CVPR code 21
Hash Embeddings for Efficient Word Representations NIPS code 21
Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR code 21
Learning Continuous Semantic Representations of Symbolic Expressions ICML code 20
Towards Accurate Multi-Person Pose Estimation in the Wild CVPR code 20
Weakly-Supervised Learning of Visual Relations ICCV code 20
The Numerics of GANs NIPS code 20
Asymmetric Tri-training for Unsupervised Domain Adaptation ICML code 20
Dense Captioning With Joint Inference and Visual Context CVPR code 20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR code 20
Deep Mean-Shift Priors for Image Restoration NIPS code 20
Incremental Learning of Object Detectors Without Catastrophic Forgetting ICCV code 19
When Unsupervised Domain Adaptation Meets Tensor Representations ICCV code 19
Event-Based Visual Inertial Odometry CVPR code 19
Deep Growing Learning ICCV code 19
Adversarial Feature Matching for Text Generation ICML code 19
DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 19
Learning to Pivot with Adversarial Networks NIPS code 19
Open Set Domain Adaptation ICCV code 19
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization ICCV code 19
Dual Discriminator Generative Adversarial Nets NIPS code 19
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML code 18
Stochastic Generative Hashing ICML code 18
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML code 18
Context Selection for Embedding Models NIPS code 18
Image Super-Resolution Using Dense Skip Connections ICCV code 18
Learning Dynamic Siamese Network for Visual Object Tracking ICCV code 18
Structured Generative Adversarial Networks NIPS code 18
Joint Gap Detection and Inpainting of Line Drawings CVPR code 18
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR code 18
DualNet: Learn Complementary Features for Image Recognition ICCV code 17
A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 17
Deep Metric Learning via Facility Location CVPR code 17
Learning Compact Geometric Features ICCV code 17
Scene Parsing With Global Context Embedding ICCV code 17
Predictive-Corrective Networks for Action Detection CVPR code 17
Attentive Semantic Video Generation Using Captions ICCV code 17
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 16
Neural system identification for large populations separating “what” and “where” NIPS code 16
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks CVPR code 16
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV code 16
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 16
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR code 16
FALKON: An Optimal Large Scale Kernel Method NIPS code 16
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 16
Zero-Inflated Exponential Family Embeddings ICML code 16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR code 16
POSEidon: Face-From-Depth for Driver Pose Estimation CVPR code 16
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV code 16
BIER – Boosting Independent Embeddings Robustly ICCV code 15
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR code 15
Label Distribution Learning Forests NIPS code 15
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection ICCV code 15
Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 15
Deep Learning with Topological Signatures NIPS code 15
Shallow Updates for Deep Reinforcement Learning NIPS code 15
Automatic Discovery of the Statistical Types of Variables in a Dataset ICML code 15
RoomNet: End-To-End Room Layout Estimation ICCV code 14
Few-Shot Learning Through an Information Retrieval Lens NIPS code 14
Structure-Measure: A New Way to Evaluate Foreground Maps ICCV code 14
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems ICCV code 14
Automatic Spatially-Aware Fashion Concept Discovery ICCV code 14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
Federated Multi-Task Learning NIPS code 14
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR code 14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR code 14
Off-policy evaluation for slate recommendation NIPS code 14
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR code 14
Wasserstein Generative Adversarial Networks ICML code 13
Spherical convolutions and their application in molecular modelling NIPS code 13
Variational Dropout Sparsifies Deep Neural Networks ICML code 13
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 13
Multi-Information Source Optimization NIPS code 13
Captioning Images With Diverse Objects CVPR code 13
Weakly Supervised Affordance Detection CVPR code 13
Recurrent 3D Pose Sequence Machines CVPR code 13
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV code 13
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 13
Coordinated Multi-Agent Imitation Learning ICML code 12
Streaming Sparse Gaussian Process Approximations NIPS code 12
Convexified Convolutional Neural Networks ICML code 12
Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV code 12
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 12
Neural Face Editing With Intrinsic Image Disentangling CVPR code 12
Convolutional Neural Network Architecture for Geometric Matching CVPR code 12
Deep Cross-Modal Hashing CVPR code 12
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations ICCV code 12
Awesome Typography: Statistics-Based Text Effects Transfer CVPR code 12
Multigrid Neural Architectures CVPR code 12
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning ICCV code 12
Deep Supervised Discrete Hashing NIPS code 12
Consensus Convolutional Sparse Coding ICCV code 12
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 11
Generalized Deep Image to Image Regression CVPR code 11
Asynchronous Stochastic Gradient Descent with Delay Compensation ICML code 11
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR code 11
IM2CAD CVPR code 11
Predictive State Recurrent Neural Networks NIPS code 11
Learning Diverse Image Colorization CVPR code 11
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV code 11
Differential Angular Imaging for Material Recognition CVPR code 11
On Fairness and Calibration NIPS code 11
Light Field Blind Motion Deblurring CVPR code 11
Joint Learning of Object and Action Detectors ICCV code 11
VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization ICCV code 10
Non-Local Deep Features for Salient Object Detection CVPR code 10
Adversarial Image Perturbation for Privacy Protection — A Game Theory Perspective ICCV code 10
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents CVPR code 10
Learned Contextual Feature Reweighting for Image Geo-Localization CVPR code 10
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 10
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 10
f-GANs in an Information Geometric Nutshell NIPS code 10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR code 10
High-Order Attention Models for Visual Question Answering NIPS code 10
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV code 9
Removing Rain From Single Images via a Deep Detail Network CVPR code 9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS code 9
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS code 9
Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR code 9
Surface Normals in the Wild ICCV code 9
Fisher GAN NIPS code 9
Do Deep Neural Networks Suffer from Crowding? NIPS code 9
Confident Multiple Choice Learning ICML code 9
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV code 9
Gradient descent GAN optimization is locally stable NIPS code 9
Predicting Human Activities Using Stochastic Grammar ICCV code 9
Learning Motion Patterns in Videos CVPR code 9
Max-value Entropy Search for Efficient Bayesian Optimization ICML code 9
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR code 8
Curriculum Dropout ICCV code 8
A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR code 8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 8
Cost efficient gradient boosting NIPS code 8
DeepNav: Learning to Navigate Large Cities CVPR code 8
Introspective Neural Networks for Generative Modeling ICCV code 8
Benchmarking Denoising Algorithms With Real Photographs CVPR code 8
Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
Neural Aggregation Network for Video Face Recognition CVPR code 8
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR code 8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML code 8
Online multiclass boosting NIPS code 8
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV code 8
Gaze Embeddings for Zero-Shot Image Classification CVPR code 8
Revisiting IM2GPS in the Deep Learning Era ICCV code 8
DeepPermNet: Visual Permutation Learning CVPR code 8
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images ICCV code 7
Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR code 7
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV code 7
Model-Powered Conditional Independence Test NIPS code 7
Optimized Pre-Processing for Discrimination Prevention NIPS code 7
Diverse Image Annotation CVPR code 7
Lost Relatives of the Gumbel Trick ICML code 7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR code 7
Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction ICCV code 7
Centered Weight Normalization in Accelerating Training of Deep Neural Networks ICCV code 6
End-To-End Learning of Geometry and Context for Deep Stereo Regression ICCV code 6
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR code 6
Tensor Biclustering NIPS code 6
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR code 6
Bayesian inference on random simple graphs with power law degree distributions ICML code 6
Building a Regular Decision Boundary With Deep Networks CVPR code 6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions ICCV code 6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
Deep Crisp Boundaries CVPR code 6
Riemannian approach to batch normalization NIPS code 6
Following Gaze in Video ICCV code 6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
Reasoning About Fine-Grained Attribute Phrases Using Reference Games ICCV code 6
Personalized Image Aesthetics ICCV code 6
The World of Fast Moving Objects CVPR code 5
Robust Adversarial Reinforcement Learning ICML code 5
Learning Algorithms for Active Learning ICML code 5
Viraliency: Pooling Local Virality CVPR code 5
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation ICCV code 5
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV code 5
Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR code 5
Cognitive Mapping and Planning for Visual Navigation CVPR code 5
Recursive Sampling for the Nystrom Method NIPS code 5
Learning From Video and Text via Large-Scale Discriminative Clustering ICCV code 5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 5
K-Medoids For K-Means Seeding NIPS code 5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
Sparse convolutional coding for neuronal assembly detection NIPS code 5
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR code 5
Self-Organized Text Detection With Minimal Post-Processing via Border Learning ICCV code 5
Rotation Equivariant Vector Field Networks ICCV code 5
Regret Minimization in MDPs with Options without Prior Knowledge NIPS code 5
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition ICCV code 5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing CVPR code 5
Joint Discovery of Object States and Manipulation Actions ICCV code 4
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR code 4
Active Decision Boundary Annotation With Deep Generative Models ICCV code 4
Object Co-Skeletonization With Co-Segmentation CVPR code 4
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 4
Decoupling „when to update“ from „how to update“ NIPS code 4
ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR code 4
Understanding Black-box Predictions via Influence Functions ICML code 4
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML code 4
Forecasting Human Dynamics From Static Images CVPR code 4
From Bayesian Sparsity to Gated Recurrent Nets NIPS code 4
Discover and Learn New Objects From Documentaries CVPR code 4
Global optimization of Lipschitz functions ICML code 4
Bottleneck Conditional Density Estimation ICML code 4
Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV code 4
From Red Wine to Red Tomato: Composition With Context CVPR code 4
Predicting Salient Face in Multiple-Face Videos CVPR code 4
Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV code 4
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 4
Pose-Aware Person Recognition CVPR code 4
Differentially private Bayesian learning on distributed data NIPS code 4
Question Asking as Program Generation NIPS code 4
Multi-way Interacting Regression via Factorization Machines NIPS code 4
Loss Max-Pooling for Semantic Image Segmentation CVPR code 3
Large Margin Object Tracking With Circulant Feature Maps CVPR code 3
Counting Everyday Objects in Everyday Scenes CVPR code 3
Aesthetic Critiques Generation for Photos ICCV code 3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR code 3
Rolling-Shutter-Aware Differential SfM and Image Rectification ICCV code 3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings ICCV code 3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning NIPS code 3
Lip Reading Sentences in the Wild CVPR code 3
On Structured Prediction Theory with Calibrated Convex Surrogate Losses NIPS code 3
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS code 3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS code 3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3
A Unified View of Multi-Label Performance Measures ICML code 3
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML code 3
Tensor Belief Propagation ICML code 3
Compatible Reward Inverse Reinforcement Learning NIPS code 3
Adversarial Surrogate Losses for Ordinal Regression NIPS code 3
Alternating Direction Graph Matching CVPR code 3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
Encoder Based Lifelong Learning ICCV code 3


Title Conf Code Stars
R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS code 16767
Image Style Transfer Using Convolutional Neural Networks CVPR code 16170
Deep Residual Learning for Image Recognition CVPR code 4232
Convolutional Pose Machines CVPR code 2983
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR code 709
Synthetic Data for Text Localisation in Natural Images CVPR code 699
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR code 420
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR code 335
Learning Deep Features for Discriminative Localization CVPR code 310
Convolutional Two-Stream Network Fusion for Video Action Recognition CVPR code 302
Deep Metric Learning via Lifted Structured Feature Embedding CVPR code 233
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR code 212
Eye Tracking for Everyone CVPR code 191
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR code 175
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR code 170
Staple: Complementary Learners for Real-Time Tracking CVPR code 169
Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR code 166
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR code 161
LocNet: Improving Localization Accuracy for Object Detection CVPR code 153
Shallow and Deep Convolutional Networks for Saliency Prediction CVPR code 142
Compact Bilinear Pooling CVPR code 141
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR code 138
Rethinking the Inception Architecture for Computer Vision CVPR code 129
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR code 120
Dynamic Image Networks for Action Recognition CVPR code 118
Context Encoders: Feature Learning by Inpainting CVPR code 117
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR code 107
Natural Language Object Retrieval CVPR code 98
Weakly Supervised Deep Detection Networks CVPR code 93
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR code 88
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR code 85
A Comparative Study for Single Image Blind Deblurring CVPR code 78
Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR code 77
Neural Module Networks CVPR code 76
Stacked Attention Networks for Image Question Answering CVPR code 73
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR code 73
Progressive Prioritized Multi-View Stereo CVPR code 71
A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR code 67
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs CVPR code 65
Towards Open Set Deep Networks CVPR code 64
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR code 64
Bilateral Space Video Segmentation CVPR code 60
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR code 52
Video Segmentation via Object Flow CVPR code 48
Efficient 3D Room Shape Recovery From a Single Panorama CVPR code 48
CRAFT Objects From Images CVPR code 41
Slicing Convolutional Neural Network for Crowd Video Understanding CVPR code 40
Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR code 38
Deep Supervised Hashing for Fast Image Retrieval CVPR code 35
Sketch Me That Shoe CVPR code 34
A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR code 32
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR code 31
Image Captioning With Semantic Attention CVPR code 31
Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR code 30
Non-Local Image Dehazing CVPR code 30
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR code 29
Structured Feature Learning for Pose Estimation CVPR code 27
Ordinal Regression With Multiple Output CNN for Age Estimation CVPR code 26
Unsupervised Learning of Edges CVPR code 26
PatchBatch: A Batch Augmented Loss for Optical Flow CVPR code 26
Recurrent Attention Models for Depth-Based Person Identification CVPR code 24
Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR code 24
You Only Look Once: Unified, Real-Time Object Detection CVPR code 23
Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR code 22
First Person Action Recognition Using Deep Learned Descriptors CVPR code 21
Dense Human Body Correspondences Using Convolutional Networks CVPR code 21
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World CVPR code 20
Proposal Flow CVPR code 17
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR code 17
Scale-Aware Alignment of Hierarchical Image Segmentation CVPR code 16
Semantic Segmentation With Boundary Neural Fields CVPR code 16
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR code 15
Structure From Motion With Objects CVPR code 15
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR code 14
Quantized Convolutional Neural Networks for Mobile Devices CVPR code 14
Interactive Segmentation on RGBD Images via Cue Selection CVPR code 13
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR code 13
Semantic Filtering CVPR code 12
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR code 11
Personalizing Human Video Pose Estimation CVPR code 10
Visually Indicated Sounds CVPR code 9
Automatic Content-Aware Color and Tone Stylization CVPR code 9
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR code 8
Unsupervised Learning From Narrated Instruction Videos CVPR code 8
Region Ranking SVM for Image Classification CVPR code 8
Where to Look: Focus Regions for Visual Question Answering CVPR code 7
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR code 7
Detecting Migrating Birds at Night CVPR code 7
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR code 7
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR code 6
Recurrent Attentional Networks for Saliency Detection CVPR code 6
Efficient and Robust Color Consistency for Community Photo Collections CVPR code 6
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR code 6
3D Shape Attributes CVPR code 6
Functional Faces: Groupwise Dense Correspondence Using Functional Maps CVPR code 5
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR code 5
Learning a Discriminative Null Space for Person Re-Identification CVPR code 5
Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR code 5
Efficient Deep Learning for Stereo Matching CVPR code 4
Improving Human Action Recognition by Non-Action Classification CVPR code 4
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR code 4
Prior-Less Compressible Structure From Motion CVPR code 4
Cross-Stitch Networks for Multi-Task Learning CVPR code 4
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR code 3
Force From Motion: Decoding Physical Sensation in a First Person Video CVPR code 3
DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR code 3


Title Conf Code Stars
Faster R-CNN: Towards Real-Time Object Detectionwith Region Proposal Networks NIPS code 16767
Fast R-CNN ICCV code 16494
Conditional Random Fields as Recurrent Neural Networks ICCV code 1167
Fully Convolutional Networks for Semantic Segmentation CVPR code 839
Learning Deconvolution Network for Semantic Segmentation ICCV code 290
Learning to Compare Image Patches via Convolutional Neural Networks CVPR code 287
Learning to Track: Online Multi-Object Tracking by Decision Making ICCV code 287
Single Image Super-Resolution From Transformed Self-Exemplars CVPR code 263
Sequence to Sequence – Video to Text ICCV code 233
Deep Neural Decision Forests ICCV code 185
Hierarchical Convolutional Features for Visual Tracking ICCV code 177
Deep Colorization ICCV code 172
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views ICCV code 162
Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV code 162
Understanding Deep Image Representations by Inverting Them CVPR code 152
Context-Aware CNNs for Person Head Detection ICCV code 143
Face Alignment by Coarse-to-Fine Shape Searching CVPR code 132
Show and Tell: A Neural Image Caption Generator CVPR code 129
An Improved Deep Learning Architecture for Person Re-Identification CVPR code 121
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV code 111
FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR code 105
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion ICCV code 94
Learning to Propose Objects CVPR code 89
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time CVPR code 80
A Convolutional Neural Network Cascade for Face Detection CVPR code 76
Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV code 75
Unsupervised Visual Representation Learning by Context Prediction ICCV code 69
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV code 67
Saliency Detection by Multi-Context Deep Learning CVPR code 64
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR code 64
Deep Filter Banks for Texture Recognition and Segmentation CVPR code 58
Finding Action Tubes CVPR code 48
Category-Specific Object Reconstruction From a Single Image CVPR code 47
Multi-Objective Convolutional Learning for Face Labeling CVPR code 45
Learning From Massive Noisy Labeled Data for Image Classification CVPR code 41
P-CNN: Pose-Based CNN Features for Action Recognition ICCV code 39
Image Specificity CVPR code 35
Convolutional Color Constancy ICCV code 35
Face Flow ICCV code 34
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture ICCV code 34
Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks ICCV code 34
VQA: Visual Question Answering ICCV code 33
Mid-Level Deep Pattern Mining CVPR code 33
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models ICCV code 32
TILDE: A Temporally Invariant Learned DEtector CVPR code 30
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV code 29
Parsimonious Labeling ICCV code 28
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR code 28
Deeply Learned Attributes for Crowded Scene Understanding CVPR code 28
Recurrent Convolutional Neural Network for Object Recognition CVPR code 28
In Defense of Color-Based Model-Free Tracking CVPR code 28
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR code 25
Viewpoints and Keypoints CVPR code 25
Unconstrained 3D Face Reconstruction CVPR code 24
Data-Driven 3D Voxel Patterns for Object Category Recognition CVPR code 23
Phase-Based Frame Interpolation for Video CVPR code 23
Going Deeper With Convolutions CVPR code 23
Holistically-Nested Edge Detection ICCV code 23
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR code 22
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR code 22
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR code 20
Understanding Deep Features With Computer-Generated Imagery ICCV code 18
Learning Large-Scale Automatic Image Colorization ICCV code 17
HICO: A Benchmark for Recognizing Human-Object Interactions in Images ICCV code 17
Semantic Component Analysis ICCV code 17
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR code 16
3D Object Reconstruction From Hand-Object Interactions ICCV code 15
Structured Feature Selection ICCV code 14
Learning Temporal Embeddings for Complex Video Analysis ICCV code 14
Learning to See by Moving ICCV code 13
Oriented Edge Forests for Boundary Detection CVPR code 13
Reflection Removal Using Ghosting Cues CVPR code 12
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR code 11
Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV code 11
High Quality Structure From Small Motion for Rolling Shutter Cameras ICCV code 9
Appearance-Based Gaze Estimation in the Wild CVPR code 9
Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR code 9
Partial Person Re-Identification ICCV code 8
Unsupervised Learning of Visual Representations Using Videos ICCV code 8
Convolutional Channel Features ICCV code 8
Boosting Object Proposals: From Pascal to COCO ICCV code 8
Live Repetition Counting ICCV code 7
Supervised Discrete Hashing CVPR code 7
Piecewise Flat Embedding for Image Segmentation ICCV code 6
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV code 6
Finding Distractors In Images CVPR code 6
Pooled Motion Features for First-Person Videos CVPR code 6
Towards Open World Recognition CVPR code 6
Learning a Descriptor-Specific 3D Keypoint Detector ICCV code 6
What Makes an Object Memorable? ICCV code 5
Mining Semantic Affordances of Visual Object Categories CVPR code 5
Long-Term Correlation Tracking CVPR code 5
Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV code 5
Superdifferential Cuts for Binary Energies CVPR code 4
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR code 4
Pose Induction for Novel Object Categories ICCV code 4
Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV code 4
Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV code 4
Simultaneous Deep Transfer Across Domains and Tasks ICCV code 4
Oriented Object Proposals ICCV code 3
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR code 3
Multi-Label Cross-Modal Retrieval ICCV code 3
Simultaneous Video Defogging and Stereo Reconstruction CVPR code 3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing ICCV code 3
Minimum Barrier Salient Object Detection at 80 FPS ICCV code 3
Robust Saliency Detection via Regularized Random Walks Ranking CVPR code 3
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV code 3
kNN Hashing With Factorized Neighborhood Representation ICCV code 3
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos ICCV code 3


Title Conf Code Stars
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR code 1618
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR code 405
Clothing Co-Parsing by Joint Image Segmentation and Labeling CVPR code 189
Multiscale Combinatorial Grouping CVPR code 172
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR code 148
Cross-Scale Cost Aggregation for Stereo Matching CVPR code 93
Deep Learning Face Representation from Predicting 10,000 Classes CVPR code 59
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR code 42
3D Reconstruction from Accidental Motion CVPR code 35
Predicting Matchability CVPR code 35
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR code 34
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR code 34
Scene-Independent Group Profiling in Crowd CVPR code 27
Dense Semantic Image Segmentation with Objects and Attributes CVPR code 27
Shrinkage Fields for Effective Image Restoration CVPR code 23
Adaptive Color Attributes for Real-Time Visual Tracking CVPR code 22
Learning Mid-level Filters for Person Re-identification CVPR code 19
Minimal Scene Descriptions from Structure from Motion Models CVPR code 18
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR code 17
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR code 15
Product Sparse Coding CVPR code 15
Parallax-tolerant Image Stitching CVPR code 12
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR code 12
StoryGraphs: Visualizing Character Interactions as a Timeline CVPR code 12
Nonparametric Part Transfer for Fine-grained Recognition CVPR code 12
Scalable Multitask Representation Learning for Scene Classification CVPR code 11
Collaborative Hashing CVPR code 6
Reconstructing PASCAL VOC CVPR code 6
Investigating Haze-relevant Features in A Learning Framework for Image Dehazing CVPR code 6
Tell Me What You See and I will Show You Where It Is CVPR code 5
Salient Region Detection via High-Dimensional Color Transform CVPR code 4

Leave a Comment

Diese Website verwendet Akismet, um Spam zu reduzieren. Erfahren Sie mehr darüber, wie Ihre Kommentardaten verarbeitet werden .