【论文整理】2017年图像处理顶会论文代码大集合！

2017

Title	Conf	Code	Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning	NIPS	code	46593
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models	NIPS	code	46593
Focal Loss for Dense Object Detection	ICCV	code	18356
Mask R-CNN	ICCV	code	9493
Deep Photo Style Transfer	CVPR	code	8655
LightGBM: A Highly Efficient Gradient Boosting Decision Tree	NIPS	code	7536
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation	NIPS	code	6449
Attention is All you Need	NIPS	code	6288
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression	ICCV	code	3354
Densely Connected Convolutional Networks	CVPR	code	3130
A Unified Approach to Interpreting Model Predictions	NIPS	code	3122
Deformable Convolutional Networks	ICCV	code	2165
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	NIPS	code	1823
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	CVPR	code	1523
Improved Training of Wasserstein GANs	NIPS	code	1405
Fully Convolutional Instance-Aware Semantic Segmentation	CVPR	code	1395
Aggregated Residual Transformations for Deep Neural Networks	CVPR	code	1361
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	CVPR	code	1301
Unsupervised Image-to-Image Translation Networks	NIPS	code	1205
Photographic Image Synthesis With Cascaded Refinement Networks	ICCV	code	1142
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis	CVPR	code	1072
SphereFace: Deep Hypersphere Embedding for Face Recognition	CVPR	code	1048
Deep Feature Flow for Video Recognition	CVPR	code	966
Bayesian GAN	NIPS	code	942
Pyramid Scene Parsing Network	CVPR	code	934
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes	NIPS	code	906
Finding Tiny Faces	CVPR	code	856
Toward Multimodal Image-to-Image Translation	NIPS	code	794
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks	ICML	code	784
YOLO9000: Better, Faster, Stronger	CVPR	code	773
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	NIPS	code	772
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	ICML	code	729
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks	CVPR	code	720
Channel Pruning for Accelerating Very Deep Neural Networks	ICCV	code	649
Dilated Residual Networks	CVPR	code	640
Inferring and Executing Programs for Visual Reasoning	ICCV	code	636
DSOD: Learning Deeply Supervised Object Detectors From Scratch	ICCV	code	582
Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization	ICCV	code	572
Accelerating Eulerian Fluid Simulation With Convolutional Networks	ICML	code	570
Learning Disentangled Representations with Semi-Supervised Deep Generative Models	NIPS	code	556
Inductive Representation Learning on Large Graphs	NIPS	code	552
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network	CVPR	code	537
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks)	ICCV	code	526
SSH: Single Stage Headless Face Detector	ICCV	code	515
Learning From Simulated and Unsupervised Images Through Adversarial Training	CVPR	code	492
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space	CVPR	code	487
Video Frame Interpolation via Adaptive Convolution	CVPR	code	482
Video Frame Interpolation via Adaptive Separable Convolution	ICCV	code	482
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence	CVPR	code	460
Joint Detection and Identification Feature Learning for Person Search	CVPR	code	459
Dual Path Networks	NIPS	code	451
Flow-Guided Feature Aggregation for Video Object Detection	ICCV	code	436
Deep Image Matting	CVPR	code	434
Richer Convolutional Features for Edge Detection	CVPR	code	399
Annotating Object Instances With a Polygon-RNN	CVPR	code	397
Recurrent Highway Networks	ICML	code	397
Detect to Track and Track to Detect	ICCV	code	387
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	CVPR	code	379
Detecting Oriented Text in Natural Images by Linking Segments	CVPR	code	364
Deep Lattice Networks and Partial Monotonic Functions	NIPS	code	349
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	NIPS	code	347
RON: Reverse Connection With Objectness Prior Networks for Object Detection	CVPR	code	345
Universal Style Transfer via Feature Transforms	NIPS	code	344
Residual Attention Network for Image Classification	CVPR	code	329
One-Shot Video Object Segmentation	CVPR	code	316
Accurate Single Stage Detector Using Recurrent Rolling Convolution	CVPR	code	314
Feature Pyramid Networks for Object Detection	CVPR	code	310
Efficient softmax approximation for GPUs	ICML	code	304
OctNet: Learning Deep 3D Representations at High Resolutions	CVPR	code	302
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution	CVPR	code	301
Pixel Recursive Super Resolution	ICCV	code	301
Self-Critical Sequence Training for Image Captioning	CVPR	code	299
Age Progression/Regression by Conditional Adversarial Autoencoder	CVPR	code	297
Style Transfer from Non-Parallel Text by Cross-Alignment	NIPS	code	296
Dilated Recurrent Neural Networks	NIPS	code	285
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image	CVPR	code	280
DeepBach: a Steerable Model for Bach Chorales Generation	ICML	code	276
The Predictron: End-To-End Learning and Planning	ICML	code	274
Convolutional Sequence to Sequence Learning	ICML	code	258
OptNet: Differentiable Optimization as a Layer in Neural Networks	ICML	code	245
Prototypical Networks for Few-shot Learning	NIPS	code	244
Deep Voice: Real-time Neural Text-to-Speech	ICML	code	242
Reinforcement Learning with Deep Energy-Based Policies	ICML	code	233
Learning Deep CNN Denoiser Prior for Image Restoration	CVPR	code	231
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	NIPS	code	229
A Point Set Generation Network for 3D Object Reconstruction From a Single Image	CVPR	code	228
Deeply Supervised Salient Object Detection With Short Connections	CVPR	code	228
BlitzNet: A Real-Time Deep Network for Scene Understanding	ICCV	code	227
Language Modeling with Gated Convolutional Networks	ICML	code	221
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro	ICCV	code	215
Stacked Generative Adversarial Networks	CVPR	code	215
RMPE: Regional Multi-Person Pose Estimation	ICCV	code	215
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning	CVPR	code	214
Generative Face Completion	CVPR	code	212
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition	ICCV	code	210
The Reversible Residual Network: Backpropagation Without Storing Activations	NIPS	code	210
Recurrent Scale Approximation for Object Detection in CNN	ICCV	code	209
Learning From Synthetic Humans	CVPR	code	207
Spatially Adaptive Computation Time for Residual Networks	CVPR	code	203
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis	ICCV	code	202
3D Bounding Box Estimation Using Deep Learning and Geometry	CVPR	code	200
Multi-View 3D Object Detection Network for Autonomous Driving	CVPR	code	199
Visual Dialog	CVPR	code	199
Interpretable Explanations of Black Boxes by Meaningful Perturbation	ICCV	code	192
Inverse Compositional Spatial Transformer Networks	CVPR	code	189
FastMask: Segment Multi-Scale Object Candidates in One Shot	CVPR	code	189
OnACID: Online Analysis of Calcium Imaging Data in Real Time	NIPS	code	189
Semantic Scene Completion From a Single Depth Image	CVPR	code	188
Learning Efficient Convolutional Networks Through Network Slimming	ICCV	code	186
Learning Feature Pyramids for Human Pose Estimation	ICCV	code	185
Be Your Own Prada: Fashion Synthesis With Structural Coherence	ICCV	code	183
Scene Graph Generation by Iterative Message Passing	CVPR	code	182
Fast Image Processing With Fully-Convolutional Networks	ICCV	code	180
Learning Multiple Tasks with Multilinear Relationship Networks	NIPS	code	178
Learning to Reason: End-To-End Module Networks for Visual Question Answering	ICCV	code	178
Single Shot Text Detector With Regional Attention	ICCV	code	176
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources	ICCV	code	175
Deep Feature Interpolation for Image Content Changes	CVPR	code	170
On Human Motion Prediction Using Recurrent Neural Networks	CVPR	code	167
Image Super-Resolution via Deep Recursive Residual Network	CVPR	code	163
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images	CVPR	code	160
Input Convex Neural Networks	ICML	code	159
Simple Does It: Weakly Supervised Instance and Semantic Segmentation	CVPR	code	159
Low-Shot Visual Recognition by Shrinking and Hallucinating Features	ICCV	code	158
Oriented Response Networks	CVPR	code	157
Soft Proposal Networks for Weakly Supervised Object Localization	ICCV	code	154
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks	ICML	code	147
Axiomatic Attribution for Deep Networks	ICML	code	146
Gradient Episodic Memory for Continual Learning	NIPS	code	146
DSAC - Differentiable RANSAC for Camera Localization	CVPR	code	144
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks	CVPR	code	143
Conditional Similarity Networks	CVPR	code	142
Language Modeling with Recurrent Highway Hypernetworks	NIPS	code	141
Triple Generative Adversarial Nets	NIPS	code	138
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning	NIPS	code	138
One-Sided Unsupervised Domain Mapping	NIPS	code	137
Detecting Visual Relationships With Deep Relational Networks	CVPR	code	137
Attentive Recurrent Comparators	ICML	code	136
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach	ICCV	code	136
Learning a Multi-View Stereo Machine	NIPS	code	135
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model	NIPS	code	134
Multi-Context Attention for Human Pose Estimation	CVPR	code	131
Controlling Perceptual Factors in Neural Style Transfer	CVPR	code	130
Bayesian Compression for Deep Learning	NIPS	code	130
Adversarial Discriminative Domain Adaptation	CVPR	code	129
Working hard to know your neighbor’s margins: Local descriptor learning loss	NIPS	code	128
Concrete Dropout	NIPS	code	127
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow	ICCV	code	127
Segmentation-Aware Convolutional Networks Using Local Attention Masks	ICCV	code	126
Detail-Revealing Deep Video Super-Resolution	ICCV	code	126
CREST: Convolutional Residual Learning for Visual Tracking	ICCV	code	126
Discriminative Correlation Filter With Channel and Spatial Reliability	CVPR	code	124
SVDNet for Pedestrian Retrieval	ICCV	code	121
Semantic Image Synthesis via Adversarial Learning	ICCV	code	121
Spatiotemporal Multiplier Networks for Video Action Recognition	CVPR	code	121
PoseTrack: Joint Multi-Person Pose Estimation and Tracking	CVPR	code	121
Hierarchical Attentive Recurrent Tracking	NIPS	code	121
Good Semi-supervised Learning That Requires a Bad GAN	NIPS	code	120
Deep Watershed Transform for Instance Segmentation	CVPR	code	120
Associative Domain Adaptation	ICCV	code	119
Learning by Association – A Versatile Semi-Supervised Training Method for Neural Networks	CVPR	code	119
Value Prediction Network	NIPS	code	119
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation	ICCV	code	119
MemNet: A Persistent Memory Network for Image Restoration	ICCV	code	119
Bayesian Optimization with Gradients	NIPS	code	117
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning	NIPS	code	117
Compressed Sensing using Generative Models	ICML	code	116
Switching Convolutional Neural Network for Crowd Counting	CVPR	code	116
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation	CVPR	code	116
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner	ICCV	code	115
Video Frame Synthesis Using Deep Voxel Flow	ICCV	code	114
Multiple Instance Detection Network With Online Instance Classifier Refinement	CVPR	code	113
Deep Pyramidal Residual Networks	CVPR	code	112
Train longer, generalize better: closing the generalization gap in large batch training of neural networks	NIPS	code	112
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction	CVPR	code	110
Unite the People: Closing the Loop Between 3D and 2D Human Representations	CVPR	code	110
Learning Combinatorial Optimization Algorithms over Graphs	NIPS	code	109
FeUdal Networks for Hierarchical Reinforcement Learning	ICML	code	107
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression	ICCV	code	105
Learning a Deep Embedding Model for Zero-Shot Learning	CVPR	code	104
ECO: Efficient Convolution Operators for Tracking	CVPR	code	103
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning	CVPR	code	102
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency	CVPR	code	100
Task-based End-to-end Model Learning in Stochastic Optimization	NIPS	code	100
Learning to Compose Domain-Specific Transformations for Data Augmentation	NIPS	code	97
Genetic CNN	ICCV	code	97
HashNet: Deep Learning to Hash by Continuation	ICCV	code	97
Interleaved Group Convolutions	ICCV	code	95
Deeply-Learned Part-Aligned Representations for Person Re-Identification	ICCV	code	95
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model	NIPS	code	94
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation	CVPR	code	93
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs	ICCV	code	92
Semantic Autoencoder for Zero-Shot Learning	CVPR	code	92
Deep Hyperspherical Learning	NIPS	code	92
Decoupled Neural Interfaces using Synthetic Gradients	ICML	code	90
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks	NIPS	code	90
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search	NIPS	code	90
Optical Flow Estimation Using a Spatial Pyramid Network	CVPR	code	90
AMC: Attention guided Multi-modal Correlation Learning for Image Search	CVPR	code	90
Deep Video Deblurring for Hand-Held Cameras	CVPR	code	89
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	NIPS	code	88
Causal Effect Inference with Deep Latent-Variable Models	NIPS	code	87
GANs for Biological Image Synthesis	ICCV	code	85
MMD GAN: Towards Deeper Understanding of Moment Matching Network	NIPS	code	84
Representation Learning by Learning to Count	ICCV	code	84
Optical Flow in Mostly Rigid Scenes	CVPR	code	83
Fast-Slow Recurrent Neural Networks	NIPS	code	82
Unsupervised Video Summarization With Adversarial LSTM Networks	CVPR	code	82
Constrained Policy Optimization	ICML	code	81
A-NICE-MC: Adversarial Training for MCMC	NIPS	code	80
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose	CVPR	code	80
End-To-End Instance Segmentation With Recurrent Attention	CVPR	code	78
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data	CVPR	code	78
Learning Shape Abstractions by Assembling Volumetric Primitives	CVPR	code	77
Local Binary Convolutional Neural Networks	CVPR	code	77
Raster-To-Vector: Revisiting Floorplan Transformation	ICCV	code	76
Positive-Unlabeled Learning with Non-Negative Risk Estimator	NIPS	code	76
Hard-Aware Deeply Cascaded Embedding	ICCV	code	75
Deep Image Harmonization	CVPR	code	73
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis	CVPR	code	73
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade	CVPR	code	73
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning	CVPR	code	72
Query-Guided Regression Network With Context Policy for Phrase Grounding	ICCV	code	72
Top-Down Visual Saliency Guided by Captions	CVPR	code	72
Feedback Networks	CVPR	code	72
What Actions Are Needed for Understanding Human Actions in Videos?	ICCV	code	71
Xception: Deep Learning With Depthwise Separable Convolutions	CVPR	code	71
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning	CVPR	code	71
Video Propagation Networks	CVPR	code	70
Image-To-Image Translation With Conditional Adversarial Networks	CVPR	code	70
Quality Aware Network for Set to Set Recognition	CVPR	code	69
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces	CVPR	code	69
Deep Subspace Clustering Networks	NIPS	code	68
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models	ICCV	code	68
A Distributional Perspective on Reinforcement Learning	ICML	code	68
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks	CVPR	code	67
Deep Transfer Learning with Joint Adaptation Networks	ICML	code	67
Training Deep Networks without Learning Rates Through Coin Betting	NIPS	code	66
Full Resolution Image Compression With Recurrent Neural Networks	CVPR	code	66
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis	ICCV	code	66
Doubly Stochastic Variational Inference for Deep Gaussian Processes	NIPS	code	66
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals	ICCV	code	66
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification	ICCV	code	65
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks	CVPR	code	65
Dance Dance Convolution	ICML	code	65
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning	CVPR	code	64
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes	ICCV	code	64
Toward Controlled Generation of Text	ICML	code	63
Person Re-Identification in the Wild	CVPR	code	63
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching	NIPS	code	63
Differentiable Learning of Logical Rules for Knowledge Base Reasoning	NIPS	code	62
Person Search With Natural Language Description	CVPR	code	61
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising	ICCV	code	61
Playing for Benchmarks	ICCV	code	61
Unsupervised Learning by Predicting Noise	ICML	code	60
Localizing Moments in Video With Natural Language	ICCV	code	60
End-To-End 3D Face Reconstruction With Deep Neural Networks	CVPR	code	60
CoupleNet: Coupling Global Structure With Local Parts for Object Detection	ICCV	code	59
AdaGAN: Boosting Generative Models	NIPS	code	59
Convolutional Gaussian Processes	NIPS	code	57
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection	CVPR	code	57
Modeling Relationships in Referential Expressions With Compositional Modular Networks	CVPR	code	57
Curiosity-driven Exploration by Self-supervised Prediction	ICML	code	56
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution	ICCV	code	56
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process	NIPS	code	56
Online and Linear-Time Attention by Enforcing Monotonic Alignments	ICML	code	56
Neural Expectation Maximization	NIPS	code	56
Dense-Captioning Events in Videos	ICCV	code	55
Factorized Bilinear Models for Image Recognition	ICCV	code	55
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee	NIPS	code	54
On-the-fly Operation Batching in Dynamic Computation Graphs	NIPS	code	54
Visual Translation Embedding Network for Visual Relation Detection	CVPR	code	54
Learning Blind Motion Deblurring	ICCV	code	54
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning	NIPS	code	53
Towards Diverse and Natural Image Descriptions via a Conditional GAN	ICCV	code	53
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos	CVPR	code	53
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing	ICCV	code	52
Deep IV: A Flexible Approach for Counterfactual Prediction	ICML	code	52
Triangle Generative Adversarial Networks	NIPS	code	51
EAST: An Efficient and Accurate Scene Text Detector	CVPR	code	51
SST: Single-Stream Temporal Action Proposals	CVPR	code	51
Predicting Deeper Into the Future of Semantic Segmentation	ICCV	code	51
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space	CVPR	code	51
TALL: Temporal Activity Localization via Language Query	ICCV	code	50
Hybrid Reward Architecture for Reinforcement Learning	NIPS	code	50
Fast Fourier Color Constancy	CVPR	code	49
Modulating early visual processing by language	NIPS	code	49
Adversarial Examples for Semantic Segmentation and Object Detection	ICCV	code	49
Learning Discrete Representations via Information Maximizing Self-Augmented Training	ICML	code	49
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations	CVPR	code	48
Real Time Image Saliency for Black Box Classifiers	NIPS	code	48
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling	CVPR	code	47
Multiple People Tracking by Lifted Multicut and Person Re-Identification	CVPR	code	47
Learned D-AMP: Principled Neural Network based Compressive Image Recovery	NIPS	code	47
GP CaKe: Effective brain connectivity with causal kernels	NIPS	code	46
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network	NIPS	code	46
Semantic Video CNNs Through Representation Warping	ICCV	code	46
Grammar Variational Autoencoder	ICML	code	46
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis	ICCV	code	46
Safe Model-based Reinforcement Learning with Stability Guarantees	NIPS	code	45
Deep Spectral Clustering Learning	ICML	code	45
Semantic Compositional Networks for Visual Captioning	CVPR	code	45
On-Demand Learning for Deep Image Restoration	ICCV	code	45
Video Pixel Networks	ICML	code	45
Stabilizing Training of Generative Adversarial Networks through Regularization	NIPS	code	45
Structured Bayesian Pruning via Log-Normal Multiplicative Noise	NIPS	code	44
Deriving Neural Architectures from Sequence and Graph Kernels	ICML	code	44
Masked Autoregressive Flow for Density Estimation	NIPS	code	44
Unsupervised Adaptation for Deep Stereo	ICCV	code	44
Learning Residual Images for Face Attribute Manipulation	CVPR	code	43
Learning to Generate Long-term Future via Hierarchical Prediction	ICML	code	43
Accurate Optical Flow via Direct Cost Volume Processing	CVPR	code	42
Generalized Orderless Pooling Performs Implicit Salient Matching	ICCV	code	42
Comparative Evaluation of Hand-Crafted and Learned Local Features	CVPR	code	42
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions	NIPS	code	41
Temporal Generative Adversarial Nets With Singular Value Clipping	ICCV	code	41
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks	ICML	code	41
Neural Scene De-Rendering	CVPR	code	40
Semantic Image Inpainting With Deep Generative Models	CVPR	code	40
A Linear-Time Kernel Goodness-of-Fit Test	NIPS	code	40
Least Squares Generative Adversarial Networks	ICCV	code	39
Diversified Texture Synthesis With Feed-Forward Networks	CVPR	code	39
No Fuss Distance Metric Learning Using Proxies	ICCV	code	38
Template Matching With Deformable Diversity Similarity	CVPR	code	38
What’s in a Question: Using Visual Questions as a Form of Supervision	CVPR	code	38
Face Normals “In-The-Wild” Using Fully Convolutional Networks	CVPR	code	38
Conditional Image Synthesis with Auxiliary Classifier GANs	ICML	code	37
Neural Episodic Control	ICML	code	37
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks	ICCV	code	37
Structured Embedding Models for Grouped Data	NIPS	code	36
Learning Active Learning from Data	NIPS	code	36
Unified Deep Supervised Domain Adaptation and Generalization	ICCV	code	35
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis	CVPR	code	35
Structured Attentions for Visual Question Answering	ICCV	code	34
Geometric Loss Functions for Camera Pose Regression With Deep Learning	CVPR	code	34
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization	CVPR	code	34
QMDP-Net: Deep Learning for Planning under Partial Observability	NIPS	code	34
Using Ranking-CNN for Age Estimation	CVPR	code	33
Hierarchical Boundary-Aware Neural Encoder for Video Captioning	CVPR	code	33
Unsupervised Learning of Disentangled Representations from Video	NIPS	code	32
Deep Learning on Lie Groups for Skeleton-Based Action Recognition	CVPR	code	32
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection	CVPR	code	32
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder	CVPR	code	32
StyleNet: Generating Attractive Visual Captions With Styles	CVPR	code	32
Dynamic Word Embeddings	ICML	code	32
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon	NIPS	code	31
Continual Learning Through Synaptic Intelligence	ICML	code	31
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes	CVPR	code	31
Learning Detection With Diverse Proposals	CVPR	code	31
LCNN: Lookup-Based Convolutional Neural Network	CVPR	code	31
Towards Accurate Multi-Person Pose Estimation in the Wild	CVPR	code	30
Real-Time Neural Style Transfer for Videos	CVPR	code	30
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training	ICCV	code	30
Deep Co-Occurrence Feature Learning for Visual Object Recognition	CVPR	code	29
Joint distribution optimal transportation for domain adaptation	NIPS	code	29
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields	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
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation	CVPR	code	28
Learning Spread-Out Local Feature Descriptors	ICCV	code	28
Event-Based Visual Inertial Odometry	CVPR	code	27
DropoutNet: Addressing Cold Start in Recommender Systems	NIPS	code	27
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues	ICCV	code	27
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations	CVPR	code	27
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos	CVPR	code	27
Neural Message Passing for Quantum Chemistry	ICML	code	27
State-Frequency Memory Recurrent Neural Networks	ICML	code	27
DeepCD: Learning Deep Complementary Descriptors for Patch Representations	ICCV	code	26
Contrastive Learning for Image Captioning	NIPS	code	26
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure	NIPS	code	26
Learning High Dynamic Range From Outdoor Panoramas	ICCV	code	26
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors	CVPR	code	26
Learning to Detect Salient Objects With Image-Level Supervision	CVPR	code	26
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions	ICML	code	26
Interspecies Knowledge Transfer for Facial Keypoint Detection	CVPR	code	25
YASS: Yet Another Spike Sorter	NIPS	code	25
Open Set Domain Adaptation	ICCV	code	25
Domain-Adaptive Deep Network Compression	ICCV	code	24
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization	ICCV	code	24
Temporal Context Network for Activity Localization in Videos	ICCV	code	24
Incremental Learning of Object Detectors Without Catastrophic Forgetting	ICCV	code	24
Dense Captioning With Joint Inference and Visual Context	CVPR	code	24
Universal Adversarial Perturbations	CVPR	code	24
Asymmetric Tri-training for Unsupervised Domain Adaptation	ICML	code	24
Reducing Reparameterization Gradient Variance	NIPS	code	24
Exploiting Saliency for Object Segmentation From Image Level Labels	CVPR	code	24
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering	NIPS	code	24
Shading Annotations in the Wild	CVPR	code	24
Straight to Shapes: Real-Time Detection of Encoded Shapes	CVPR	code	23
Dual Discriminator Generative Adversarial Nets	NIPS	code	23
Zero-Order Reverse Filtering	ICCV	code	23
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net	NIPS	code	23
Learning Spherical Convolution for Fast Features from 360° Imagery	NIPS	code	22
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier	ICML	code	22
Deep Cross-Modal Hashing	CVPR	code	22
When Unsupervised Domain Adaptation Meets Tensor Representations	ICCV	code	22
Image Super-Resolution Using Dense Skip Connections	ICCV	code	22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer	CVPR	code	22
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling	CVPR	code	22
Learning Continuous Semantic Representations of Symbolic Expressions	ICML	code	22
Deep Growing Learning	ICCV	code	21
Combined Group and Exclusive Sparsity for Deep Neural Networks	ICML	code	21
Hash Embeddings for Efficient Word Representations	NIPS	code	21
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM	NIPS	code	21
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition	CVPR	code	21
Learning to Pivot with Adversarial Networks	NIPS	code	21
Learning Dynamic Siamese Network for Visual Object Tracking	ICCV	code	21
POSEidon: Face-From-Depth for Driver Pose Estimation	CVPR	code	20
Deep Metric Learning via Facility Location	CVPR	code	20
Automatic Spatially-Aware Fashion Concept Discovery	ICCV	code	20
The Numerics of GANs	NIPS	code	20
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur	CVPR	code	20
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks	ICCV	code	20
Zero-Inflated Exponential Family Embeddings	ICML	code	20
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations	NIPS	code	20
Weakly-Supervised Learning of Visual Relations	ICCV	code	20
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions	ICCV	code	20
Scene Parsing With Global Context Embedding	ICCV	code	20
Context Selection for Embedding Models	NIPS	code	20
Deep Mean-Shift Priors for Image Restoration	NIPS	code	20
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition	CVPR	code	20
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification	CVPR	code	19
Learning Compact Geometric Features	ICCV	code	19
Structured Generative Adversarial Networks	NIPS	code	19
Joint Gap Detection and Inpainting of Line Drawings	CVPR	code	19
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection	ICCV	code	19
Adversarial Feature Matching for Text Generation	ICML	code	18
BIER - Boosting Independent Embeddings Robustly	ICCV	code	18
Predictive-Corrective Networks for Action Detection	CVPR	code	18
Stochastic Generative Hashing	ICML	code	18
A Bayesian Data Augmentation Approach for Learning Deep Models	NIPS	code	18
Attentive Semantic Video Generation Using Captions	ICCV	code	18
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network	CVPR	code	18
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	CVPR	code	17
DualNet: Learn Complementary Features for Image Recognition	ICCV	code	17
Neural system identification for large populations separating “what” and “where”	NIPS	code	17
FALKON: An Optimal Large Scale Kernel Method	NIPS	code	17
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks	CVPR	code	17
Deep Learning with Topological Signatures	NIPS	code	17
Streaming Sparse Gaussian Process Approximations	NIPS	code	17
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos	ICCV	code	17
Awesome Typography: Statistics-Based Text Effects Transfer	CVPR	code	17
RoomNet: End-To-End Room Layout Estimation	ICCV	code	17
[Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval](http://o