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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

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