2018	2017	2016	2015	2014	2013	2012	2011	2010	2009	2008		Suggestions

This work is in continuous progress and update. More of PWC is coming 🔜🚧🛠️✏️🎨🚀💡

2018

Title	Conf	Code	Stars
Deep Image Prior	CVPR	code	3238
Learning to See in the Dark	CVPR	code	1901
Squeeze-and-Excitation Networks	CVPR	code	1132
Efficient Neural Architecture Search via Parameters Sharing	ICML	code	1106
Non-Local Neural Networks	CVPR	code	782
Image Generation From Scene Graphs	CVPR	code	711
Single-Shot Refinement Neural Network for Object Detection	CVPR	code	581
Detect-and-Track: Efficient Pose Estimation in Videos	CVPR	code	504
Relation Networks for Object Detection	CVPR	code	469
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	ICML	code	465
Cascaded Pyramid Network for Multi-Person Pose Estimation	CVPR	code	416
Taskonomy: Disentangling Task Transfer Learning	CVPR	code	407
Which Training Methods for GANs do actually Converge?	ICML	code	406
Neural 3D Mesh Renderer	CVPR	code	401
Generative Image Inpainting With Contextual Attention	CVPR	code	380
Look at Boundary: A Boundary-Aware Face Alignment Algorithm	CVPR	code	346
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs	CVPR	code	337
End-to-End Recovery of Human Shape and Pose	CVPR	code	329
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++	CVPR	code	292
Frustum PointNets for 3D Object Detection From RGB-D Data	CVPR	code	283
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation	CVPR	code	277
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR	code	277
Soccer on Your Tabletop	CVPR	code	276
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	CVPR	code	267
Neural Baby Talk	CVPR	code	265
Adversarially Regularized Autoencoders	ICML	code	254
Convolutional Neural Networks With Alternately Updated Clique	CVPR	code	239
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors	CVPR	code	233
Noise2Noise: Learning Image Restoration without Clean Data	ICML	code	230
Neural Relational Inference for Interacting Systems	ICML	code	226
Pyramid Stereo Matching Network	CVPR	code	223
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs	CVPR	code	217
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	CVPR	code	213
End-to-End Learning of Motion Representation for Video Understanding	CVPR	code	212
Learning to Adapt Structured Output Space for Semantic Segmentation	CVPR	code	208
Semi-Parametric Image Synthesis	CVPR	code	204
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation	CVPR	code	196
Iterative Visual Reasoning Beyond Convolutions	CVPR	code	193
Learning to Segment Every Thing	CVPR	code	183
Referring Relationships	CVPR	code	179
Style Aggregated Network for Facial Landmark Detection	CVPR	code	178
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image	CVPR	code	173
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping	CVPR	code	173
MoCoGAN: Decomposing Motion and Content for Video Generation	CVPR	code	170
Multi-Content GAN for Few-Shot Font Style Transfer	CVPR	code	158
Learning to Compare: Relation Network for Few-Shot Learning	CVPR	code	156
Gibson Env: Real-World Perception for Embodied Agents	CVPR	code	154
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models	ICML	code	152
Compressed Video Action Recognition	CVPR	code	152
Unsupervised Feature Learning via Non-Parametric Instance Discrimination	CVPR	code	148
SPLATNet: Sparse Lattice Networks for Point Cloud Processing	CVPR	code	145
An End-to-End TextSpotter With Explicit Alignment and Attention	CVPR	code	143
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	CVPR	code	139
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing	CVPR	code	138
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks	CVPR	code	136
Single View Stereo Matching	CVPR	code	136
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image	CVPR	code	135
Facelet-Bank for Fast Portrait Manipulation	CVPR	code	131
Optimizing Video Object Detection via a Scale-Time Lattice	CVPR	code	130
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image	CVPR	code	129
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs	CVPR	code	126
Self-Imitation Learning	ICML	code	126
Two-Stream Convolutional Networks for Dynamic Texture Synthesis	CVPR	code	126
Densely Connected Pyramid Dehazing Network	CVPR	code	126
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	CVPR	code	123
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns	CVPR	code	122
MegaDepth: Learning Single-View Depth Prediction From Internet Photos	CVPR	code	117
Camera Style Adaptation for Person Re-Identification	CVPR	code	115
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations	CVPR	code	114
Context Embedding Networks	CVPR	code	114
SO-Net: Self-Organizing Network for Point Cloud Analysis	CVPR	code	112
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification	CVPR	code	112
Fast and Accurate Online Video Object Segmentation via Tracking Parts	CVPR	code	111
Gated Path Planning Networks	ICML	code	110
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	CVPR	code	109
Neural Motifs: Scene Graph Parsing With Global Context	CVPR	code	108
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation	CVPR	code	106
Weakly Supervised Instance Segmentation Using Class Peak Response	CVPR	code	104
A Closer Look at Spatiotemporal Convolutions for Action Recognition	CVPR	code	103
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling	CVPR	code	102
Decoupled Networks	CVPR	code	101
Embodied Question Answering	CVPR	code	101
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	CVPR	code	101
CosFace: Large Margin Cosine Loss for Deep Face Recognition	CVPR	code	97
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships	CVPR	code	97
Hierarchical Imitation and Reinforcement Learning	ICML	code	95
Noisy Natural Gradient as Variational Inference	ICML	code	94
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene	CVPR	code	92
LSTM Pose Machines	CVPR	code	91
DeepMVS: Learning Multi-View Stereopsis	CVPR	code	90
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	CVPR	code	90
Rethinking Feature Distribution for Loss Functions in Image Classification	CVPR	code	89
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	ICML	code	89
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network	CVPR	code	88
MAttNet: Modular Attention Network for Referring Expression Comprehension	CVPR	code	88
Domain Adaptive Faster R-CNN for Object Detection in the Wild	CVPR	code	87
Geometry-Aware Learning of Maps for Camera Localization	CVPR	code	86
Real-Time Seamless Single Shot 6D Object Pose Prediction	CVPR	code	86
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform	CVPR	code	85
PU-Net: Point Cloud Upsampling Network	CVPR	code	85
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding	CVPR	code	84
Deep Back-Projection Networks for Super-Resolution	CVPR	code	84
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction	CVPR	code	81
DenseASPP for Semantic Segmentation in Street Scenes	CVPR	code	80
End-to-End Weakly-Supervised Semantic Alignment	CVPR	code	80
Scale-Recurrent Network for Deep Image Deblurring	CVPR	code	76
Deep Depth Completion of a Single RGB-D Image	CVPR	code	76
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction	CVPR	code	75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking	CVPR	code	74
A PID Controller Approach for Stochastic Optimization of Deep Networks	CVPR	code	71
Attention-based Deep Multiple Instance Learning	ICML	code	69
Repulsion Loss: Detecting Pedestrians in a Crowd	CVPR	code	68
VITAL: VIsual Tracking via Adversarial Learning	CVPR	code	68
Multi-Scale Location-Aware Kernel Representation for Object Detection	CVPR	code	68
Deep Mutual Learning	CVPR	code	68
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors	CVPR	code	68
Neural Kinematic Networks for Unsupervised Motion Retargetting	CVPR	code	67
Tell Me Where to Look: Guided Attention Inference Network	CVPR	code	67
Visual Feature Attribution Using Wasserstein GANs	CVPR	code	67
Video Based Reconstruction of 3D People Models	CVPR	code	67
Recurrent Pixel Embedding for Instance Grouping	CVPR	code	66
VITON: An Image-Based Virtual Try-On Network	CVPR	code	65
Synthesizing Images of Humans in Unseen Poses	CVPR	code	65
Perturbative Neural Networks	CVPR	code	60
Nonlinear 3D Face Morphable Model	CVPR	code	60
Future Frame Prediction for Anomaly Detection – A New Baseline	CVPR	code	59
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration	CVPR	code	58
Optimizing the Latent Space of Generative Networks	ICML	code	58
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making	CVPR	code	58
Decorrelated Batch Normalization	CVPR	code	56
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	CVPR	code	55
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	CVPR	code	54
Neural Program Synthesis from Diverse Demonstration Videos	ICML	code	53
Adversarial Feature Augmentation for Unsupervised Domain Adaptation	CVPR	code	51
Learning Latent Super-Events to Detect Multiple Activities in Videos	CVPR	code	51
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present	CVPR	code	51
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks	CVPR	code	51
Path-Level Network Transformation for Efficient Architecture Search	ICML	code	50
Disentangled Person Image Generation	CVPR	code	50
Neural Style Transfer via Meta Networks	CVPR	code	49
Unsupervised Discovery of Object Landmarks as Structural Representations	CVPR	code	49
Learning to Reweight Examples for Robust Deep Learning	ICML	code	49
Ordinal Depth Supervision for 3D Human Pose Estimation	CVPR	code	48
Learning Depth From Monocular Videos Using Direct Methods	CVPR	code	48
Pointwise Convolutional Neural Networks	CVPR	code	48
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval	CVPR	code	48
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	CVPR	code	47
Deep Marching Cubes: Learning Explicit Surface Representations	CVPR	code	47
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	CVPR	code	47
Discriminability Objective for Training Descriptive Captions	CVPR	code	45
“Zero-Shot” Super-Resolution Using Deep Internal Learning	CVPR	code	45
Efficient end-to-end learning for quantizable representations	ICML	code	43
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	CVPR	code	43
Learning Pose Specific Representations by Predicting Different Views	CVPR	code	42
Wasserstein Introspective Neural Networks	CVPR	code	42
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	CVPR	code	42
Fast and Accurate Single Image Super-Resolution via Information Distillation Network	CVPR	code	42
SparseMAP: Differentiable Sparse Structured Inference	ICML	code	41
Hierarchical Long-term Video Prediction without Supervision	ICML	code	40
Learning to Find Good Correspondences	CVPR	code	40
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning	CVPR	code	39
BlockDrop: Dynamic Inference Paths in Residual Networks	CVPR	code	38
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam	ICML	code	38
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing	CVPR	code	38
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation	CVPR	code	38
Measuring abstract reasoning in neural networks	ICML	code	37
Differentiable Compositional Kernel Learning for Gaussian Processes	ICML	code	37
Conditional Probability Models for Deep Image Compression	CVPR	code	36
PDE-Net: Learning PDEs from Data	ICML	code	36
Learning Intrinsic Image Decomposition From Watching the World	CVPR	code	36
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation	CVPR	code	35
Deep One-Class Classification	ICML	code	34
Rotation-Sensitive Regression for Oriented Scene Text Detection	CVPR	code	33
Residual Dense Network for Image Super-Resolution	CVPR	code	33
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions	ICML	code	33
Robust Classification With Convolutional Prototype Learning	CVPR	code	32
Learning Less Is More - 6D Camera Localization via 3D Surface Regression	CVPR	code	32
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples	ICML	code	32
Surface Networks	CVPR	code	31
Actor and Observer: Joint Modeling of First and Third-Person Videos	CVPR	code	31
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings	ICML	code	30
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation	CVPR	code	30
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials	CVPR	code	29
Neural Autoregressive Flows	ICML	code	29
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis	CVPR	code	29
Towards Binary-Valued Gates for Robust LSTM Training	ICML	code	28
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning	ICML	code	28
Few-Shot Image Recognition by Predicting Parameters From Activations	CVPR	code	28
Overcoming Catastrophic Forgetting with Hard Attention to the Task	ICML	code	28
Gated Fusion Network for Single Image Dehazing	CVPR	code	27
Deflecting Adversarial Attacks With Pixel Deflection	CVPR	code	27
Mean Field Multi-Agent Reinforcement Learning	ICML	code	26
Visualizing and Understanding Atari Agents	ICML	code	26
Cascade R-CNN: Delving Into High Quality Object Detection	CVPR	code	25
NetGAN: Generating Graphs via Random Walks	ICML	code	25
Recurrent Scene Parsing With Perspective Understanding in the Loop	CVPR	code	25
TOM-Net: Learning Transparent Object Matting From a Single Image	CVPR	code	25
Frame-Recurrent Video Super-Resolution	CVPR	code	24
Generative Adversarial Perturbations	CVPR	code	24
Deep Asymmetric Multi-task Feature Learning	ICML	code	24
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	CVPR	code	23
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding	CVPR	code	23
Unsupervised Deep Generative Adversarial Hashing Network	CVPR	code	23
Dynamic Video Segmentation Network	CVPR	code	23
Multi-Agent Diverse Generative Adversarial Networks	CVPR	code	23
Robust Depth Estimation From Auto Bracketed Images	CVPR	code	23
Fully Convolutional Adaptation Networks for Semantic Segmentation	CVPR	code	23
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise	CVPR	code	23
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation	CVPR	code	23
Controllable Video Generation With Sparse Trajectories	CVPR	code	23
Image Correction via Deep Reciprocating HDR Transformation	CVPR	code	23
On the Robustness of Semantic Segmentation Models to Adversarial Attacks	CVPR	code	23
Left-Right Comparative Recurrent Model for Stereo Matching	CVPR	code	23
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing	CVPR	code	23
Context Encoding for Semantic Segmentation	CVPR	code	23
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar	CVPR	code	23
Discovering Point Lights With Intensity Distance Fields	CVPR	code	23
Single-Image Depth Estimation Based on Fourier Domain Analysis	CVPR	code	23
Aperture Supervision for Monocular Depth Estimation	CVPR	code	23
SeGAN: Segmenting and Generating the Invisible	CVPR	code	23
Reflection Removal for Large-Scale 3D Point Clouds	CVPR	code	23
Geometry-Aware Deep Network for Single-Image Novel View Synthesis	CVPR	code	23
TextureGAN: Controlling Deep Image Synthesis With Texture Patches	CVPR	code	23
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network	CVPR	code	23
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation	CVPR	code	23
Monocular Relative Depth Perception With Web Stereo Data Supervision	CVPR	code	23
Single Image Reflection Separation With Perceptual Losses	CVPR	code	23
Occlusion Aware Unsupervised Learning of Optical Flow	CVPR	code	23
SGAN: An Alternative Training of Generative Adversarial Networks	CVPR	code	23
Learning Semantic Representations for Unsupervised Domain Adaptation	ICML	code	22
First Order Generative Adversarial Networks	ICML	code	22
Interpretable Convolutional Neural Networks	CVPR	code	22
Deep Texture Manifold for Ground Terrain Recognition	CVPR	code	22
Human Semantic Parsing for Person Re-Identification	CVPR	code	21
Black-box Adversarial Attacks with Limited Queries and Information	ICML	code	21
Learning to Evaluate Image Captioning	CVPR	code	20
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer	CVPR	code	20
Conditional Image-to-Image Translation	CVPR	code	19
Tangent Convolutions for Dense Prediction in 3D	CVPR	code	19
Learning Convolutional Networks for Content-Weighted Image Compression	CVPR	code	19
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions	CVPR	code	19
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model	CVPR	code	19
Visual Question Generation as Dual Task of Visual Question Answering	CVPR	code	18
IQA: Visual Question Answering in Interactive Environments	CVPR	code	18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning	CVPR	code	18
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation	CVPR	code	18
Partial Transfer Learning With Selective Adversarial Networks	CVPR	code	18
Disentangling by Factorising	ICML	code	18
Eye In-Painting With Exemplar Generative Adversarial Networks	CVPR	code	18
Learning to Promote Saliency Detectors	CVPR	code	17
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings	ICML	code	17
CSGNet: Neural Shape Parser for Constructive Solid Geometry	CVPR	code	17
Graph-Cut RANSAC	CVPR	code	17
Between-Class Learning for Image Classification	CVPR	code	17
Exploring Disentangled Feature Representation Beyond Face Identification	CVPR	code	17
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation	CVPR	code	17
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search	ICML	code	17
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection	CVPR	code	15
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts	CVPR	code	15
LEGO: Learning Edge With Geometry All at Once by Watching Videos	CVPR	code	15
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	CVPR	code	15
Im2Flow: Motion Hallucination From Static Images for Action Recognition	CVPR	code	15
Matching Adversarial Networks	CVPR	code	15
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation	CVPR	code	15
FOTS: Fast Oriented Text Spotting With a Unified Network	CVPR	code	15
Coded Sparse Matrix Multiplication	ICML	code	15
Visual Question Reasoning on General Dependency Tree	CVPR	code	15
Revisiting Deep Intrinsic Image Decompositions	CVPR	code	14
Functional Gradient Boosting based on Residual Network Perception	ICML	code	14
Dimensionality-Driven Learning with Noisy Labels	ICML	code	14
A Spectral Approach to Gradient Estimation for Implicit Distributions	ICML	code	14
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints	CVPR	code	14
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images	CVPR	code	14
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification	CVPR	code	14
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks	CVPR	code	14
Learning Generative ConvNets via Multi-Grid Modeling and Sampling	CVPR	code	14
Learning Descriptor Networks for 3D Shape Synthesis and Analysis	CVPR	code	14
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering	CVPR	code	13
Cross-Modal Deep Variational Hand Pose Estimation	CVPR	code	13
Adversarially Learned One-Class Classifier for Novelty Detection	CVPR	code	13
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning	CVPR	code	13
Bayesian Optimization of Combinatorial Structures	ICML	code	13
Efficient Neural Audio Synthesis	ICML	code	12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace	ICML	code	12
Multi-Scale Weighted Nuclear Norm Image Restoration	CVPR	code	12
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference	CVPR	code	12
Crowd Counting With Deep Negative Correlation Learning	CVPR	code	12
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis	CVPR	code	12
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data	CVPR	code	12
Gesture Recognition: Focus on the Hands	CVPR	code	12
Convolutional Sequence to Sequence Model for Human Dynamics	CVPR	code	11
Finding Influential Training Samples for Gradient Boosted Decision Trees	ICML	code	11
Hierarchical Multi-Label Classification Networks	ICML	code	11
NAG: Network for Adversary Generation	CVPR	code	11
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively	CVPR	code	11
Convolutional Image Captioning	CVPR	code	11
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction	ICML	code	10
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory	ICML	code	10
Image Transformer	ICML	code	10
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning	CVPR	code	10
Anonymous Walk Embeddings	ICML	code	10
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks	CVPR	code	10
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points	CVPR	code	10
Accelerating Natural Gradient with Higher-Order Invariance	ICML	code	10
Fast Video Object Segmentation by Reference-Guided Mask Propagation	CVPR	code	10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision	CVPR	code	10
Joint Optimization Framework for Learning With Noisy Labels	CVPR	code	10
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing	CVPR	code	9
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies	CVPR	code	9
Sliced Wasserstein Distance for Learning Gaussian Mixture Models	CVPR	code	9
Deep Diffeomorphic Transformer Networks	CVPR	code	9
Neural Sign Language Translation	CVPR	code	9
Learning to Understand Image Blur	CVPR	code	9
Learning Dynamics of Linear Denoising Autoencoders	ICML	code	9
Learning Transferable Architectures for Scalable Image Recognition	CVPR	code	9
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection	CVPR	code	9
Adversarial Time-to-Event Modeling	ICML	code	8
Fast Information-theoretic Bayesian Optimisation	ICML	code	8
Deep Variational Reinforcement Learning for POMDPs	ICML	code	8
Excitation Backprop for RNNs	CVPR	code	8
Min-Entropy Latent Model for Weakly Supervised Object Detection	CVPR	code	8
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	CVPR	code	8
Synthesizing Robust Adversarial Examples	ICML	code	8
Grounding Referring Expressions in Images by Variational Context	CVPR	code	8
Hashing as Tie-Aware Learning to Rank	CVPR	code	8
Joint Pose and Expression Modeling for Facial Expression Recognition	CVPR	code	8
Boosting Domain Adaptation by Discovering Latent Domains	CVPR	code	8
Learning Rich Features for Image Manipulation Detection	CVPR	code	8
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning	CVPR	code	8
Adversarial Attack on Graph Structured Data	ICML	code	8
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation	CVPR	code	7
Clipped Action Policy Gradient	ICML	code	7
Low-Shot Learning With Large-Scale Diffusion	CVPR	code	7
Adversarial Complementary Learning for Weakly Supervised Object Localization	CVPR	code	7
AMNet: Memorability Estimation With Attention	CVPR	code	7
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization	CVPR	code	7
Learning a Discriminative Feature Network for Semantic Segmentation	CVPR	code	7
Future Person Localization in First-Person Videos	CVPR	code	7
Cross-View Image Synthesis Using Conditional GANs	CVPR	code	7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation	ICML	code	7
Analyzing Uncertainty in Neural Machine Translation	ICML	code	7
Collaborative and Adversarial Network for Unsupervised Domain Adaptation	CVPR	code	6
Arbitrary Style Transfer With Deep Feature Reshuffle	CVPR	code	6
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery	CVPR	code	6
Mask-Guided Contrastive Attention Model for Person Re-Identification	CVPR	code	6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos	CVPR	code	6
Salient Object Detection Driven by Fixation Prediction	CVPR	code	6
Hierarchical Novelty Detection for Visual Object Recognition	CVPR	code	6
Detecting and Correcting for Label Shift with Black Box Predictors	ICML	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	5
Towards Open-Set Identity Preserving Face Synthesis	CVPR	code	5
Learning by Asking Questions	CVPR	code	5
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras	CVPR	code	5
Dynamic-Structured Semantic Propagation Network	CVPR	code	5
A Two-Step Disentanglement Method	CVPR	code	5
Variational Autoencoders for Deforming 3D Mesh Models	CVPR	code	5
Machine Theory of Mind	ICML	code	5
Decoupled Parallel Backpropagation with Convergence Guarantee	ICML	code	5
Transfer Learning via Learning to Transfer	ICML	code	5
Blind Justice: Fairness with Encrypted Sensitive Attributes	ICML	code	5
Gradually Updated Neural Networks for Large-Scale Image Recognition	ICML	code	5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach	ICML	code	5
The Mirage of Action-Dependent Baselines in Reinforcement Learning	ICML	code	5
Learning and Using the Arrow of Time	CVPR	code	4
Classification from Pairwise Similarity and Unlabeled Data	ICML	code	4
Adversarial Learning with Local Coordinate Coding	ICML	code	4
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering	CVPR	code	4
AON: Towards Arbitrarily-Oriented Text Recognition	CVPR	code	4
Generative Adversarial Learning Towards Fast Weakly Supervised Detection	CVPR	code	4
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition	CVPR	code	4
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks	CVPR	code	4
Learning Superpixels With Segmentation-Aware Affinity Loss	CVPR	code	4
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering	CVPR	code	4
DVQA: Understanding Data Visualizations via Question Answering	CVPR	code	4
Bilevel Programming for Hyperparameter Optimization and Meta-Learning	ICML	code	4
Learning Steady-States of Iterative Algorithms over Graphs	ICML	code	4
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care	ICML	code	3
Real-World Anomaly Detection in Surveillance Videos	CVPR	code	3
Spatially-Adaptive Filter Units for Deep Neural Networks	CVPR	code	3
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations	ICML	code	3
Mutual Information Neural Estimation	ICML	code	3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence	CVPR	code	3
Geometry-Aware Scene Text Detection With Instance Transformation Network	CVPR	code	3
Explicit Inductive Bias for Transfer Learning with Convolutional Networks	ICML	code	3
Modeling Sparse Deviations for Compressed Sensing using Generative Models	ICML	code	3
Differentially Private Database Release via Kernel Mean Embeddings	ICML	code	3
Ultra Large-Scale Feature Selection using Count-Sketches	ICML	code	3
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification	CVPR	code	3
Inference Suboptimality in Variational Autoencoders	ICML	code	3
Semantic Video Segmentation by Gated Recurrent Flow Propagation	CVPR	code	3
Robust Physical-World Attacks on Deep Learning Visual Classification	CVPR	code	3
Low-Shot Learning With Imprinted Weights	CVPR	code	3
Inter and Intra Topic Structure Learning with Word Embeddings	ICML	code	3
Learning Dual Convolutional Neural Networks for Low-Level Vision	CVPR	code	3
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images	CVPR	code	3
Convergent Tree Backup and Retrace with Function Approximation	ICML	code	3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition	CVPR	code	3
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction	CVPR	code	3
Learning to Branch	ICML	code	3
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN	CVPR	code	3
Parallel Bayesian Network Structure Learning	ICML	code	3
A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos	CVPR	code	2
Progressive Attention Guided Recurrent Network for Salient Object Detection	CVPR	code	2
Importance Weighted Transfer of Samples in Reinforcement Learning	ICML	code	2
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design	ICML	code	2
Learning to Localize Sound Source in Visual Scenes	CVPR	code	2
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks	CVPR	code	2
Gaze Prediction in Dynamic 360° Immersive Videos	CVPR	code	2
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis	ICML	code	2
Disentangling Factors of Variation by Mixing Them	CVPR	code	2
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains	CVPR	code	2
Teaching Categories to Human Learners With Visual Explanations	CVPR	code	2
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs	CVPR	code	2
Learning Longer-term Dependencies in RNNs with Auxiliary Losses	ICML	code	2
Learning Answer Embeddings for Visual Question Answering	CVPR	code	2
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition	CVPR	code	2
Learning and Memorization	ICML	code	2
Composite Functional Gradient Learning of Generative Adversarial Models	ICML	code	2
Black Box FDR	ICML	code	2
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization	ICML	code	2
Conditional Neural Processes	ICML	code	2
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions	ICML	code	2
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention	CVPR	code	1
Coupled End-to-End Transfer Learning With Generalized Fisher Information	CVPR	code	1
Multispectral Image Intrinsic Decomposition via Subspace Constraint	CVPR	code	1
LaVAN: Localized and Visible Adversarial Noise	ICML	code	1
Learning Face Age Progression: A Pyramid Architecture of GANs	CVPR	code	1
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization	CVPR	code	1
Defense Against Universal Adversarial Perturbations	CVPR	code	1
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping	CVPR	code	1
Context-Aware Synthesis for Video Frame Interpolation	CVPR	code	1
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation	CVPR	code	1
Human Pose Estimation With Parsing Induced Learner	CVPR	code	1
Learning unknown ODE models with Gaussian processes	ICML	code	1
Functional Map of the World	CVPR	code	1
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR	code	1
Configurable Markov Decision Processes	ICML	code	1
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding	ICML	code	1
Chi-square Generative Adversarial Network	ICML	code	1
Bidirectional Retrieval Made Simple	CVPR	code	1

2017

Title	Conf	Code	Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning	NIPS	code	40938
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models	NIPS	code	40938
Deep Photo Style Transfer	CVPR	code	11128
LightGBM: A Highly Efficient Gradient Boosting Decision Tree	NIPS	code	6412
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation	NIPS	code	5224
Attention is All you Need	NIPS	code	4910
Densely Connected Convolutional Networks	CVPR	code	2823
A Unified Approach to Interpreting Model Predictions	NIPS	code	1980
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space	CVPR	code	1825
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	NIPS	code	1754
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events	NIPS	code	1754
Fully Convolutional Instance-Aware Semantic Segmentation	CVPR	code	1316
Aggregated Residual Transformations for Deep Neural Networks	CVPR	code	1255
Improved Training of Wasserstein GANs	NIPS	code	1253
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	CVPR	code	1207
Unsupervised Image-to-Image Translation Networks	NIPS	code	1050
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis	CVPR	code	1017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	CVPR	code	1010
Bayesian GAN	NIPS	code	923
SphereFace: Deep Hypersphere Embedding for Face Recognition	CVPR	code	920
Deep Feature Flow for Video Recognition	CVPR	code	872
Pyramid Scene Parsing Network	CVPR	code	822
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes	NIPS	code	821
YOLO9000: Better, Faster, Stronger	CVPR	code	698
Toward Multimodal Image-to-Image Translation	NIPS	code	676
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks	CVPR	code	631
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	NIPS	code	563
Dilated Residual Networks	CVPR	code	528
Learning Disentangled Representations with Semi-Supervised Deep Generative Models	NIPS	code	475
Learning From Simulated and Unsupervised Images Through Adversarial Training	CVPR	code	466
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network	CVPR	code	462
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence	CVPR	code	416
Dual Path Networks	NIPS	code	408
Joint Detection and Identification Feature Learning for Person Search	CVPR	code	401
Video Frame Interpolation via Adaptive Convolution	CVPR	code	399
Inductive Representation Learning on Large Graphs	NIPS	code	366
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	NIPS	code	347
Deep Image Matting	CVPR	code	343
RON: Reverse Connection With Objectness Prior Networks for Object Detection	CVPR	code	326
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	CVPR	code	322
Deep Lattice Networks and Partial Monotonic Functions	NIPS	code	317
Detecting Oriented Text in Natural Images by Linking Segments	CVPR	code	310
Universal Style Transfer via Feature Transforms	NIPS	code	305
Accurate Single Stage Detector Using Recurrent Rolling Convolution	CVPR	code	303
One-Shot Video Object Segmentation	CVPR	code	289
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution	CVPR	code	278
OctNet: Learning Deep 3D Representations at High Resolutions	CVPR	code	270
Dilated Recurrent Neural Networks	NIPS	code	265
Residual Attention Network for Image Classification	CVPR	code	261
Feature Pyramid Networks for Object Detection	CVPR	code	255
Style Transfer from Non-Parallel Text by Cross-Alignment	NIPS	code	243
Self-Critical Sequence Training for Image Captioning	CVPR	code	238
Age Progression/Regression by Conditional Adversarial Autoencoder	CVPR	code	236
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image	CVPR	code	235
Richer Convolutional Features for Edge Detection	CVPR	code	225
Stacked Generative Adversarial Networks	CVPR	code	200
Spatially Adaptive Computation Time for Residual Networks	CVPR	code	194
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning	CVPR	code	192
The Reversible Residual Network: Backpropagation Without Storing Activations	NIPS	code	190
Generative Face Completion	CVPR	code	187
Finding Tiny Faces	CVPR	code	184
Prototypical Networks for Few-shot Learning	NIPS	code	182
A Point Set Generation Network for 3D Object Reconstruction From a Single Image	CVPR	code	182
Visual Dialog	CVPR	code	182
FastMask: Segment Multi-Scale Object Candidates in One Shot	CVPR	code	181
Deeply Supervised Salient Object Detection With Short Connections	CVPR	code	173
Learning Deep CNN Denoiser Prior for Image Restoration	CVPR	code	170
Inverse Compositional Spatial Transformer Networks	CVPR	code	165
Semantic Scene Completion From a Single Depth Image	CVPR	code	164
OnACID: Online Analysis of Calcium Imaging Data in Real Time	NIPS	code	164
Learning From Synthetic Humans	CVPR	code	154
Multi-View 3D Object Detection Network for Autonomous Driving	CVPR	code	152
Scene Graph Generation by Iterative Message Passing	CVPR	code	152
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	NIPS	code	150
Oriented Response Networks	CVPR	code	148
3D Bounding Box Estimation Using Deep Learning and Geometry	CVPR	code	148
Image Super-Resolution via Deep Recursive Residual Network	CVPR	code	142
Language Modeling with Recurrent Highway Hypernetworks	NIPS	code	140
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images	CVPR	code	137
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning	NIPS	code	136
Simple Does It: Weakly Supervised Instance and Semantic Segmentation	CVPR	code	136
Learning Multiple Tasks with Multilinear Relationship Networks	NIPS	code	131
Triple Generative Adversarial Nets	NIPS	code	129
Conditional Similarity Networks	CVPR	code	128
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks	CVPR	code	126
Detecting Visual Relationships With Deep Relational Networks	CVPR	code	125
Controlling Perceptual Factors in Neural Style Transfer	CVPR	code	124
One-Sided Unsupervised Domain Mapping	NIPS	code	124
Multi-Context Attention for Human Pose Estimation	CVPR	code	122
Gradient Episodic Memory for Continual Learning	NIPS	code	121
Value Prediction Network	NIPS	code	114
Hierarchical Attentive Recurrent Tracking	NIPS	code	113
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks	CVPR	code	112
DSAC - Differentiable RANSAC for Camera Localization	CVPR	code	111
Bayesian Compression for Deep Learning	NIPS	code	111
Deep Pyramidal Residual Networks	CVPR	code	110
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model	NIPS	code	109
Discriminative Correlation Filter With Channel and Spatial Reliability	CVPR	code	109
Learning a Multi-View Stereo Machine	NIPS	code	107
Good Semi-supervised Learning That Requires a Bad GAN	NIPS	code	107
Concrete Dropout	NIPS	code	105
Spatiotemporal Multiplier Networks for Video Action Recognition	CVPR	code	105
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning	NIPS	code	104
Deep Watershed Transform for Instance Segmentation	CVPR	code	104
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction	CVPR	code	103
Switching Convolutional Neural Network for Crowd Counting	CVPR	code	98
Bayesian Optimization with Gradients	NIPS	code	98
Train longer, generalize better: closing the generalization gap in large batch training of neural networks	NIPS	code	98
Deep Hyperspherical Learning	NIPS	code	97
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency	CVPR	code	92
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation	CVPR	code	91
Adversarial Discriminative Domain Adaptation	CVPR	code	90
Task-based End-to-end Model Learning in Stochastic Optimization	NIPS	code	88
Learning to Compose Domain-Specific Transformations for Data Augmentation	NIPS	code	86
Working hard to know your neighbor's margins: Local descriptor learning loss	NIPS	code	85
AMC: Attention guided Multi-modal Correlation Learning for Image Search	CVPR	code	84
Fast-Slow Recurrent Neural Networks	NIPS	code	83
Semantic Autoencoder for Zero-Shot Learning	CVPR	code	83
Learning Combinatorial Optimization Algorithms over Graphs	NIPS	code	80
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model	NIPS	code	78
Optical Flow in Mostly Rigid Scenes	CVPR	code	78
ECO: Efficient Convolution Operators for Tracking	CVPR	code	77
Unite the People: Closing the Loop Between 3D and 2D Human Representations	CVPR	code	77
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search	NIPS	code	77
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation	CVPR	code	76
A-NICE-MC: Adversarial Training for MCMC	NIPS	code	74
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data	CVPR	code	73
Multiple Instance Detection Network With Online Instance Classifier Refinement	CVPR	code	72
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose	CVPR	code	72
Learning a Deep Embedding Model for Zero-Shot Learning	CVPR	code	72
Local Binary Convolutional Neural Networks	CVPR	code	72
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning	CVPR	code	71
MMD GAN: Towards Deeper Understanding of Moment Matching Network	NIPS	code	71
Causal Effect Inference with Deep Latent-Variable Models	NIPS	code	70
End-To-End Instance Segmentation With Recurrent Attention	CVPR	code	70
Learning Shape Abstractions by Assembling Volumetric Primitives	CVPR	code	68
Positive-Unlabeled Learning with Non-Negative Risk Estimator	NIPS	code	67
Top-Down Visual Saliency Guided by Captions	CVPR	code	67
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	NIPS	code	67
Feedback Networks	CVPR	code	66
Deep Image Harmonization	CVPR	code	65
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis	CVPR	code	65
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces	CVPR	code	63
Video Propagation Networks	CVPR	code	63
Unsupervised Video Summarization With Adversarial LSTM Networks	CVPR	code	62
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks	NIPS	code	61
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning	CVPR	code	61
Training Deep Networks without Learning Rates Through Coin Betting	NIPS	code	59
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching	NIPS	code	58
AdaGAN: Boosting Generative Models	NIPS	code	57
Convolutional Gaussian Processes	NIPS	code	57
Quality Aware Network for Set to Set Recognition	CVPR	code	57
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning	CVPR	code	57
Optical Flow Estimation Using a Spatial Pyramid Network	CVPR	code	57
Person Re-Identification in the Wild	CVPR	code	56
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade	CVPR	code	55
End-To-End 3D Face Reconstruction With Deep Neural Networks	CVPR	code	54
Modeling Relationships in Referential Expressions With Compositional Modular Networks	CVPR	code	54
On-the-fly Operation Batching in Dynamic Computation Graphs	NIPS	code	53
Doubly Stochastic Variational Inference for Deep Gaussian Processes	NIPS	code	53
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks	CVPR	code	53
Full Resolution Image Compression With Recurrent Neural Networks	CVPR	code	52
Image-To-Image Translation With Conditional Adversarial Networks	CVPR	code	51
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee	NIPS	code	50
Deep Subspace Clustering Networks	NIPS	code	50
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection	CVPR	code	49
Triangle Generative Adversarial Networks	NIPS	code	47
SST: Single-Stream Temporal Action Proposals	CVPR	code	47
Person Search With Natural Language Description	CVPR	code	46
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos	CVPR	code	45
Differentiable Learning of Logical Rules for Knowledge Base Reasoning	NIPS	code	44
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space	CVPR	code	44
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process	NIPS	code	43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise	NIPS	code	42
Learning Residual Images for Face Attribute Manipulation	CVPR	code	41
Neural Expectation Maximization	NIPS	code	40
EAST: An Efficient and Accurate Scene Text Detector	CVPR	code	39
Accurate Optical Flow via Direct Cost Volume Processing	CVPR	code	39
Modulating early visual processing by language	NIPS	code	39
Stabilizing Training of Generative Adversarial Networks through Regularization	NIPS	code	38
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning	NIPS	code	38
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network	NIPS	code	38
Learned D-AMP: Principled Neural Network based Compressive Image Recovery	NIPS	code	38
Hybrid Reward Architecture for Reinforcement Learning	NIPS	code	38
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations	CVPR	code	38
Neural Scene De-Rendering	CVPR	code	38
Semantic Compositional Networks for Visual Captioning	CVPR	code	38
Xception: Deep Learning With Depthwise Separable Convolutions	CVPR	code	36
Fast Fourier Color Constancy	CVPR	code	36
Diversified Texture Synthesis With Feed-Forward Networks	CVPR	code	36
What's in a Question: Using Visual Questions as a Form of Supervision	CVPR	code	36
Face Normals "In-The-Wild" Using Fully Convolutional Networks	CVPR	code	35
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions	NIPS	code	35
A Linear-Time Kernel Goodness-of-Fit Test	NIPS	code	35
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling	CVPR	code	34
Comparative Evaluation of Hand-Crafted and Learned Local Features	CVPR	code	34
Multiple People Tracking by Lifted Multicut and Person Re-Identification	CVPR	code	34
Masked Autoregressive Flow for Density Estimation	NIPS	code	33
Template Matching With Deformable Diversity Similarity	CVPR	code	33
Real Time Image Saliency for Black Box Classifiers	NIPS	code	32
Structured Embedding Models for Grouped Data	NIPS	code	31
Learning Detection With Diverse Proposals	CVPR	code	31
Using Ranking-CNN for Age Estimation	CVPR	code	30
Safe Model-based Reinforcement Learning with Stability Guarantees	NIPS	code	29
LCNN: Lookup-Based Convolutional Neural Network	CVPR	code	27
Unsupervised Learning of Disentangled Representations from Video	NIPS	code	27
GP CaKe: Effective brain connectivity with causal kernels	NIPS	code	27
Geometric Loss Functions for Camera Pose Regression With Deep Learning	CVPR	code	27
QMDP-Net: Deep Learning for Planning under Partial Observability	NIPS	code	27
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder	CVPR	code	27
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization	CVPR	code	27
StyleNet: Generating Attractive Visual Captions With Styles	CVPR	code	27
Semantic Image Inpainting With Deep Generative Models	CVPR	code	26
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis	CVPR	code	26
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes	CVPR	code	26
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations	CVPR	code	26
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure	NIPS	code	25
Learning Active Learning from Data	NIPS	code	25
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields	CVPR	code	24
Deep Hashing Network for Unsupervised Domain Adaptation	CVPR	code	24
Deep Semantic Feature Matching	CVPR	code	24
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon	NIPS	code	24
Deep Co-Occurrence Feature Learning for Visual Object Recognition	CVPR	code	24
Shading Annotations in the Wild	CVPR	code	23
Hierarchical Boundary-Aware Neural Encoder for Video Captioning	CVPR	code	23
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation	CVPR	code	23
Reducing Reparameterization Gradient Variance	NIPS	code	22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer	CVPR	code	22
Exploiting Saliency for Object Segmentation From Image Level Labels	CVPR	code	22
Learning to Detect Salient Objects With Image-Level Supervision	CVPR	code	22
Joint distribution optimal transportation for domain adaptation	NIPS	code	21
Universal Adversarial Perturbations	CVPR	code	21
Hash Embeddings for Efficient Word Representations	NIPS	code	21
YASS: Yet Another Spike Sorter	NIPS	code	21
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net	NIPS	code	21
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors	CVPR	code	21
Contrastive Learning for Image Captioning	NIPS	code	21
Deep Learning on Lie Groups for Skeleton-Based Action Recognition	CVPR	code	21
Interspecies Knowledge Transfer for Facial Keypoint Detection	CVPR	code	20
Straight to Shapes: Real-Time Detection of Encoded Shapes	CVPR	code	20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling	CVPR	code	20
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering	NIPS	code	20
Deep Mean-Shift Priors for Image Restoration	NIPS	code	20
Dense Captioning With Joint Inference and Visual Context	CVPR	code	19
Learning to Pivot with Adversarial Networks	NIPS	code	19
The Numerics of GANs	NIPS	code	19
Real-Time Neural Style Transfer for Videos	CVPR	code	19
Context Selection for Embedding Models	NIPS	code	18
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection	CVPR	code	18
A Bayesian Data Augmentation Approach for Learning Deep Models	NIPS	code	17
Joint Gap Detection and Inpainting of Line Drawings	CVPR	code	17
Dual Discriminator Generative Adversarial Nets	NIPS	code	17
Towards Accurate Multi-Person Pose Estimation in the Wild	CVPR	code	17
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition	CVPR	code	17
Structured Generative Adversarial Networks	NIPS	code	17
Predictive-Corrective Networks for Action Detection	CVPR	code	17
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network	CVPR	code	16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	CVPR	code	16
FALKON: An Optimal Large Scale Kernel Method	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	15
Event-Based Visual Inertial Odometry	CVPR	code	15
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations	NIPS	code	15
Captioning Images With Diverse Objects	CVPR	code	14
Shallow Updates for Deep Reinforcement Learning	NIPS	code	14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification	CVPR	code	14
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM	NIPS	code	14
Label Distribution Learning Forests	NIPS	code	14
Estimating Mutual Information for Discrete-Continuous Mixtures	NIPS	code	14
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing	CVPR	code	14
Deep Learning with Topological Signatures	NIPS	code	14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly	NIPS	code	14
Few-Shot Learning Through an Information Retrieval Lens	NIPS	code	14
Off-policy evaluation for slate recommendation	NIPS	code	13
Weakly Supervised Affordance Detection	CVPR	code	13
Deep Metric Learning via Facility Location	CVPR	code	13
DropoutNet: Addressing Cold Start in Recommender Systems	NIPS	code	13
Learning Spherical Convolution for Fast Features from 360° Imagery	NIPS	code	13
POSEidon: Face-From-Depth for Driver Pose Estimation	CVPR	code	13
Streaming Sparse Gaussian Process Approximations	NIPS	code	12
Deep Supervised Discrete Hashing	NIPS	code	12
Recurrent 3D Pose Sequence Machines	CVPR	code	12
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes	CVPR	code	12
Multigrid Neural Architectures	CVPR	code	12
Light Field Blind Motion Deblurring	CVPR	code	12
Learning Diverse Image Colorization	CVPR	code	11
On Fairness and Calibration	NIPS	code	11
Federated Multi-Task Learning	NIPS	code	11
Multi-Information Source Optimization	NIPS	code	11
Awesome Typography: Statistics-Based Text Effects Transfer	CVPR	code	11
Neural Face Editing With Intrinsic Image Disentangling	CVPR	code	11
Generalized Deep Image to Image Regression	CVPR	code	11
Convolutional Neural Network Architecture for Geometric Matching	CVPR	code	11
Predictive State Recurrent Neural Networks	NIPS	code	11
Spherical convolutions and their application in molecular modelling	NIPS	code	11
Scalable Log Determinants for Gaussian Process Kernel Learning	NIPS	code	10
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification	NIPS	code	10
StyleBank: An Explicit Representation for Neural Image Style Transfer	CVPR	code	10
Differential Angular Imaging for Material Recognition	CVPR	code	10
Deep Cross-Modal Hashing	CVPR	code	10
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach	NIPS	code	10
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs	NIPS	code	10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection	CVPR	code	10
Attentional Correlation Filter Network for Adaptive Visual Tracking	CVPR	code	9
IM2CAD	CVPR	code	9
Learned Contextual Feature Reweighting for Image Geo-Localization	CVPR	code	9
High-Order Attention Models for Visual Question Answering	NIPS	code	9
Gradient descent GAN optimization is locally stable	NIPS	code	9
Removing Rain From Single Images via a Deep Detail Network	CVPR	code	9
Learning Motion Patterns in Videos	CVPR	code	9
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur	CVPR	code	9
Do Deep Neural Networks Suffer from Crowding?	NIPS	code	9
Practical Data-Dependent Metric Compression with Provable Guarantees	NIPS	code	9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization	NIPS	code	9
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin	NIPS	code	9
Gaze Embeddings for Zero-Shot Image Classification	CVPR	code	8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation	NIPS	code	8
f-GANs in an Information Geometric Nutshell	NIPS	code	8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models	NIPS	code	8
Cost efficient gradient boosting	NIPS	code	8
Fisher GAN	NIPS	code	8
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents	CVPR	code	8
Neural Aggregation Network for Video Face Recognition	CVPR	code	8
Affinity Clustering: Hierarchical Clustering at Scale	NIPS	code	8
Non-Local Deep Features for Salient Object Detection	CVPR	code	8
Product Split Trees	CVPR	code	8
Online multiclass boosting	NIPS	code	7
Benchmarking Denoising Algorithms With Real Photographs	CVPR	code	7
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting	CVPR	code	7
A Hierarchical Approach for Generating Descriptive Image Paragraphs	CVPR	code	7
Diverse Image Annotation	CVPR	code	7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation	CVPR	code	7
DeepNav: Learning to Navigate Large Cities	CVPR	code	6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction	NIPS	code	6
Deep Crisp Boundaries	CVPR	code	6
Tensor Biclustering	NIPS	code	6
Building a Regular Decision Boundary With Deep Networks	CVPR	code	6
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition	CVPR	code	6
Model-Powered Conditional Independence Test	NIPS	code	6
Optimized Pre-Processing for Discrimination Prevention	NIPS	code	6
Improving Training of Deep Neural Networks via Singular Value Bounding	CVPR	code	6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains	NIPS	code	6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems	NIPS	code	6
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks	CVPR	code	5
Recursive Sampling for the Nystrom Method	NIPS	code	5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference	NIPS	code	5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing	CVPR	code	5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification	CVPR	code	5
Riemannian approach to batch normalization	NIPS	code	5
Diving into the shallows: a computational perspective on large-scale shallow learning	NIPS	code	5
K-Medoids For K-Means Seeding	NIPS	code	5
Testing and Learning on Distributions with Symmetric Noise Invariance	NIPS	code	5
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths	CVPR	code	5
Unsupervised Monocular Depth Estimation With Left-Right Consistency	CVPR	code	5
The World of Fast Moving Objects	CVPR	code	5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition	NIPS	code	5
Viraliency: Pooling Local Virality	CVPR	code	5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features	NIPS	code	5
DeepPermNet: Visual Permutation Learning	CVPR	code	4
Conic Scan-and-Cover algorithms for nonparametric topic modeling	NIPS	code	4
Regret Minimization in MDPs with Options without Prior Knowledge	NIPS	code	4
Forecasting Human Dynamics From Static Images	CVPR	code	4
Object Co-Skeletonization With Co-Segmentation	CVPR	code	4
Decoupling "when to update" from "how to update"	NIPS	code	4
Cognitive Mapping and Planning for Visual Navigation	CVPR	code	4
Question Asking as Program Generation	NIPS	code	4
Differentially private Bayesian learning on distributed data	NIPS	code	4
From Bayesian Sparsity to Gated Recurrent Nets	NIPS	code	4
Pose-Aware Person Recognition	CVPR	code	4
Sparse convolutional coding for neuronal assembly detection	NIPS	code	4
Discover and Learn New Objects From Documentaries	CVPR	code	4
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning	NIPS	code	3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach	CVPR	code	3
Alternating Direction Graph Matching	CVPR	code	3
ROAM: A Rich Object Appearance Model With Application to Rotoscoping	CVPR	code	3
Large Margin Object Tracking With Circulant Feature Maps	CVPR	code	3
Predicting Salient Face in Multiple-Face Videos	CVPR	code	3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms	NIPS	code	3
Compatible Reward Inverse Reinforcement Learning	NIPS	code	3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs	NIPS	code	3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System	NIPS	code	3
Loss Max-Pooling for Semantic Image Segmentation	CVPR	code	3
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs	NIPS	code	3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control	NIPS	code	3
Multi-way Interacting Regression via Factorization Machines	NIPS	code	3
Deep View Morphing	CVPR	code	2
Adversarial Surrogate Losses for Ordinal Regression	NIPS	code	2
Simultaneous Stereo Video Deblurring and Scene Flow Estimation	CVPR	code	2
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval	NIPS	code	2
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval	CVPR	code	2
Learning Non-Maximum Suppression	CVPR	code	2
On Structured Prediction Theory with Calibrated Convex Surrogate Losses	NIPS	code	2
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries	CVPR	code	2
Counting Everyday Objects in Everyday Scenes	CVPR	code	2
Attention-Aware Face Hallucination via Deep Reinforcement Learning	CVPR	code	2
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms	NIPS	code	2
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image	CVPR	code	2
Multi-Task Learning for Contextual Bandits	NIPS	code	2
Lip Reading Sentences in the Wild	CVPR	code	2
Scalable Levy Process Priors for Spectral Kernel Learning	NIPS	code	2
Generative Hierarchical Learning of Sparse FRAME Models	CVPR	code	2
Matrix Norm Estimation from a Few Entries	NIPS	code	1
Inhomogeneous Hypergraph Clustering with Applications	NIPS	code	1
Minimum Delay Moving Object Detection	CVPR	code	1
Discovering Potential Correlations via Hypercontractivity	NIPS	code	1
Collaborative Deep Learning in Fixed Topology Networks	NIPS	code	1
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos	CVPR	code	1
Generative Local Metric Learning for Kernel Regression	NIPS	code	1
Permutation-based Causal Inference Algorithms with Interventions	NIPS	code	1
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees	NIPS	code	1
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities	NIPS	code	1
Model evidence from nonequilibrium simulations	NIPS	code	1
Linearly constrained Gaussian processes	NIPS	code	1
S3Pool: Pooling With Stochastic Spatial Sampling	CVPR	code	1
Adaptive Batch Size for Safe Policy Gradients	NIPS	code	1
Geodesic Distance Descriptors	CVPR	code	1
Fitting Low-Rank Tensors in Constant Time	NIPS	code	1
Deep Affordance-Grounded Sensorimotor Object Recognition	CVPR	code	1
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems	NIPS	code	1
Learning Object Interactions and Descriptions for Semantic Image Segmentation	CVPR	code	1
On clustering network-valued data	NIPS	code	1
Online control of the false discovery rate with decaying memory	NIPS	code	1
Expert Gate: Lifelong Learning With a Network of Experts	CVPR	code	1
Unrolling the Shutter: CNN to Correct Motion Distortions	CVPR	code	1
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection	CVPR	code	1
Gated Feedback Refinement Network for Dense Image Labeling	CVPR	code	1
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification	NIPS	code	0
Weakly Supervised Dense Video Captioning	CVPR	code	0
Designing Illuminant Spectral Power Distributions for Surface Classification	CVPR	code	0
Deep Feature Interpolation for Image Content Changes	CVPR	code	0
Unsupervised Learning of Depth and Ego-Motion From Video	CVPR	code	0
Efficient Multiple Instance Metric Learning Using Weakly Supervised Data	CVPR	code	0
Video Acceleration Magnification	CVPR	code	0
Best Response Regression	NIPS	code	0
Multiresolution Kernel Approximation for Gaussian Process Regression	NIPS	code	0
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening	NIPS	code	0
A Universal Analysis of Large-Scale Regularized Least Squares Solutions	NIPS	code	0
Deep Reinforcement Learning-Based Image Captioning With Embedding Reward	CVPR	code	0
Adaptive Clustering through Semidefinite Programming	NIPS	code	0
Consistent Robust Regression	NIPS	code	0
Emotion Recognition in Context	CVPR	code	0
Webly Supervised Semantic Segmentation	CVPR	code	0
Cross-View Image Matching for Geo-Localization in Urban Environments	CVPR	code	0
Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution	CVPR	code	0
Scale-Aware Face Detection	CVPR	code	0
Dynamic Time-Of-Flight	CVPR	code	0
Variational Bayesian Multiple Instance Learning With Gaussian Processes	CVPR	code	0
Relationship Proposal Networks	CVPR	code	0
Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification	CVPR	code	0
Weighted-Entropy-Based Quantization for Deep Neural Networks	CVPR	code	0
Co-Occurrence Filter	CVPR	code	0

2016

Title	Conf	Code	Stars
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function		code	0