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.

2018

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

2017

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

2016

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

2015

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

2014

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