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CVPR 2020 Accepted Papers

The full list of 1,466 papers accepted at CVPR 2020 (IEEE/CVF Conference on Computer Vision and Pattern Recognition). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

Poster: 1,131Oral: 335
  1. Inter-Task Association Critic for Cross-Resolution Person Re-IdentificationOral73 citations
  2. Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement FieldsPoster73 citations
  3. RGBD-Dog: Predicting Canine Pose from RGBD SensorsPoster73 citations
  4. Transferring Dense Pose to Proximal Animal ClassesPoster73 citations
  5. Boundary-Aware 3D Building Reconstruction From a Single Overhead ImagePoster72 citations
  6. DOPS: Learning to Detect 3D Objects and Predict Their 3D ShapesPoster72 citations
  7. Deep Iterative Surface Normal EstimationOral72 citations
  8. Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningPoster72 citations
  9. MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile DevicesPoster72 citations
  10. Visual-Textual Capsule Routing for Text-Based Video SegmentationOral72 citations
  11. Approximating shapes in images with low-complexity polygonsOral71 citations
  12. Context-Aware and Scale-Insensitive Temporal Repetition CountingPoster71 citations
  13. Deblurring Using Analysis-Synthesis Networks PairPoster71 citations
  14. Deep Learning for Handling Kernel/model Uncertainty in Image DeconvolutionPoster71 citations
  15. MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable ModelPoster71 citations
  16. Neural Architecture Search for Lightweight Non-Local NetworksPoster71 citations
  17. Neural Pose Transfer by Spatially Adaptive Instance NormalizationPoster71 citations
  18. Putting Visual Object Recognition in ContextPoster71 citations
  19. RevealNet: Seeing Behind Objects in RGB-D ScansPoster71 citations
  20. A Morphable Face Albedo ModelOral70 citations
  21. Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo MatchingPoster70 citations
  22. How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE FrameworkOral70 citations
  23. Learning to Segment 3D Point Clouds in 2D Image SpaceOral70 citations
  24. OASIS: A Large-Scale Dataset for Single Image 3D in the WildPoster70 citations
  25. Unsupervised Learning of Intrinsic Structural Representation PointsPoster70 citations
  26. Variational Context-Deformable ConvNets for Indoor Scene ParsingPoster70 citations
  27. Why Having 10,000 Parameters in Your Camera Model Is Better Than TwelveOral70 citations
  28. Continual Learning With Extended Kronecker-Factored Approximate CurvaturePoster69 citations
  29. Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass DetectionOral69 citations
  30. Optical Flow in the DarkPoster69 citations
  31. Revisiting Pose-Normalization for Fine-Grained Few-Shot RecognitionPoster69 citations
  32. SSRNet: Scalable 3D Surface Reconstruction NetworkPoster69 citations
  33. Set-Constrained Viterbi for Set-Supervised Action SegmentationPoster69 citations
  34. Temporal-Context Enhanced Detection of Heavily Occluded PedestriansPoster69 citations
  35. Adaptive Loss-Aware Quantization for Multi-Bit NetworksPoster68 citations
  36. Explorable Super ResolutionOral68 citations
  37. Learning to AutofocusPoster68 citations
  38. Towards Global Explanations of Convolutional Neural Networks With Concept AttributionOral68 citations
  39. Weakly Supervised Visual Semantic ParsingOral68 citations
  40. Achieving Robustness in the Wild via Adversarial Mixing With Disentangled RepresentationsPoster67 citations
  41. Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image TranslationPoster67 citations
  42. GP-NAS: Gaussian Process Based Neural Architecture SearchPoster67 citations
  43. Self-Robust 3D Point Recognition via Gather-Vector GuidancePoster67 citations
  44. SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry EstimationPoster67 citations
  45. Deep Parametric Shape Predictions Using Distance FieldsPoster66 citations
  46. Deep Shutter Unrolling NetworkPoster66 citations
  47. Learning Combinatorial Solver for Graph MatchingOral66 citations
  48. Learning Unseen Concepts via Hierarchical Decomposition and CompositionPoster66 citations
  49. Multi-Domain Learning for Accurate and Few-Shot Color ConstancyPoster66 citations
  50. ScopeFlow: Dynamic Scene Scoping for Optical FlowPoster66 citations
  51. Semantic Pyramid for Image GenerationOral66 citations
  52. Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute RecognitionPoster66 citations
  53. 3D-ZeF: A 3D Zebrafish Tracking Benchmark DatasetPoster65 citations
  54. A Multi-Hypothesis Approach to Color ConstancyPoster65 citations
  55. Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action RulesPoster65 citations
  56. Iterative Context-Aware Graph Inference for Visual DialogOral65 citations
  57. Learning Fused Pixel and Feature-Based View Reconstructions for Light FieldsOral65 citations
  58. On Positive-Unlabeled Classification in GANPoster65 citations
  59. Variational-EM-Based Deep Learning for Noise-Blind Image DeblurringPoster65 citations
  60. Disparity-Aware Domain Adaptation in Stereo Image RestorationPoster64 citations
  61. FOAL: Fast Online Adaptive Learning for Cardiac Motion EstimationPoster64 citations
  62. Polarized Non-Line-of-Sight ImagingPoster64 citations
  63. Quasi-Newton Solver for Robust Non-Rigid RegistrationOral64 citations
  64. ActionBytes: Learning From Trimmed Videos to Localize ActionsPoster63 citations
  65. Bayesian Adversarial Human Motion SynthesisOral63 citations
  66. Data-Free Knowledge Amalgamation via Group-Stack Dual-GANPoster63 citations
  67. Deep 3D Portrait From a Single ImagePoster63 citations
  68. Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model AdaptationPoster63 citations
  69. Part-Aware Context Network for Human ParsingPoster63 citations
  70. SAINT: Spatially Aware Interpolation NeTwork for Medical Slice SynthesisPoster63 citations
  71. Dynamic Neural Relational InferencePoster62 citations
  72. Extremely Dense Point Correspondences Using a Learned Feature DescriptorPoster62 citations
  73. Globally Optimal Contrast Maximisation for Event-Based Motion EstimationOral62 citations
  74. Robust 3D Self-Portraits in SecondsOral62 citations
  75. Semi-Supervised Learning for Few-Shot Image-to-Image TranslationPoster62 citations
  76. Vec2Face: Unveil Human Faces From Their Blackbox Features in Face RecognitionOral62 citations
  77. Binarizing MobileNet via Evolution-Based SearchingPoster61 citations
  78. Hierarchical Feature Embedding for Attribute RecognitionPoster61 citations
  79. Imitative Non-Autoregressive Modeling for Trajectory Forecasting and ImputationPoster61 citations
  80. Mixture Dense Regression for Object Detection and Human Pose EstimationPoster61 citations
  81. Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-IdentificationPoster61 citations
  82. PADS: Policy-Adapted Sampling for Visual Similarity LearningPoster61 citations
  83. Searching for Actions on the HyperbolePoster61 citations
  84. TransMoMo: Invariance-Driven Unsupervised Video Motion RetargetingPoster61 citations
  85. Varicolored Image De-HazingPoster61 citations
  86. A Neural Rendering Framework for Free-Viewpoint RelightingPoster60 citations
  87. An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image ForensicsPoster60 citations
  88. Optical Flow in Dense Foggy Scenes Using Semi-Supervised LearningPoster60 citations
  89. Reciprocal Learning Networks for Human Trajectory PredictionOral60 citations
  90. Scene-Adaptive Video Frame Interpolation via Meta-LearningPoster60 citations
  91. Adversarial Texture Optimization From RGB-D ScansPoster59 citations
  92. Cross-Domain Document Object Detection: Benchmark Suite and MethodPoster59 citations
  93. McFlow: Monte Carlo Flow Models for Data ImputationPoster59 citations
  94. Shape Reconstruction by Learning Differentiable Surface RepresentationsPoster59 citations
  95. Structured Compression by Weight Encryption for Unstructured Pruning and QuantizationPoster59 citations
  96. VOLDOR: Visual Odometry From Log-Logistic Dense Optical Flow ResidualsOral59 citations
  97. Meshlet Priors for 3D Mesh ReconstructionPoster58 citations
  98. Probabilistic Structural Latent Representation for Unsupervised EmbeddingPoster58 citations
  99. Projection & Probability-Driven Black-Box AttackPoster58 citations
  100. PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance TransformationPoster58 citations
  101. Visual Grounding in Video for Unsupervised Word TranslationPoster58 citations
  102. AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal FacesPoster57 citations
  103. Controllable Orthogonalization in Training DNNsOral57 citations
  104. Joint Training of Variational Auto-Encoder and Latent Energy-Based ModelPoster57 citations
  105. Steering Self-Supervised Feature Learning Beyond Local Pixel StatisticsOral57 citations
  106. Use the Force, Luke! Learning to Predict Physical Forces by Simulating EffectsOral57 citations
  107. CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary ArteriesOral56 citations
  108. Deep Degradation Prior for Low-Quality Image ClassificationOral56 citations
  109. GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise TransformationsPoster56 citations
  110. PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesPoster56 citations
  111. Panoptic-Based Image SynthesisPoster56 citations
  112. Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled DataPoster56 citations
  113. StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo MatchingPoster56 citations
  114. Video Object Grounding Using Semantic Roles in Language DescriptionPoster56 citations
  115. Instance Segmentation of Biological Images Using Harmonic EmbeddingsOral55 citations
  116. MARMVS: Matching Ambiguity Reduced Multiple View Stereo for Efficient Large Scale Scene ReconstructionPoster55 citations
  117. Neural Data Server: A Large-Scale Search Engine for Transfer Learning DataOral55 citations
  118. On Joint Estimation of Pose, Geometry and svBRDF From a Handheld ScannerPoster55 citations
  119. Sequential 3D Human Pose and Shape Estimation From Point CloudsPoster55 citations
  120. Vision-Dialog Navigation by Exploring Cross-Modal MemoryPoster55 citations
  121. WCP: Worst-Case Perturbations for Semi-Supervised Deep LearningOral55 citations
  122. What It Thinks Is Important Is Important: Robustness Transfers Through Input GradientsOral55 citations
  123. BachGAN: High-Resolution Image Synthesis From Salient Object LayoutPoster54 citations
  124. Inferring Attention Shift Ranks of Objects for Image SaliencyPoster54 citations
  125. Auxiliary Training: Towards Accurate and Robust ModelsPoster53 citations
  126. Generalized Product Quantization Network for Semi-Supervised Image RetrievalPoster53 citations
  127. Learning Oracle Attention for High-Fidelity Face CompletionPoster53 citations
  128. One-Shot Domain Adaptation for Face GenerationPoster53 citations
  129. RankMI: A Mutual Information Maximizing Ranking LossPoster53 citations
  130. "Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous DrivingPoster52 citations
  131. Attentive Normalization for Conditional Image GenerationOral52 citations
  132. Deep Implicit Volume CompressionOral52 citations
  133. Density-Aware Feature Embedding for Face ClusteringPoster52 citations
  134. Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory AnimalsPoster51 citations
  135. Front2Back: Single View 3D Shape Reconstruction via Front to Back PredictionPoster51 citations
  136. Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit PlanesPoster51 citations
  137. Bundle Adjustment on a Graph ProcessorPoster50 citations
  138. Discovering Human Interactions With Novel Objects via Zero-Shot LearningPoster50 citations
  139. Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth EstimationPoster50 citations
  140. HAMBox: Delving Into Mining High-Quality Anchors on Face DetectionPoster50 citations
  141. Learning Visual Emotion Representations From Web DataPoster50 citations
  142. Rotation Consistent Margin Loss for Efficient Low-Bit Face RecognitionPoster50 citations
  143. Structure Preserving Generative Cross-Domain LearningPoster50 citations
  144. AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency LossOral49 citations
  145. Context-Aware Group Captioning via Self-Attention and Contrastive FeaturesPoster49 citations
  146. Fixed-Point Back-Propagation TrainingPoster49 citations
  147. Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability PriorPoster49 citations
  148. Online Depth Learning Against Forgetting in Monocular VideosPoster49 citations
  149. What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text ImagesOral49 citations
  150. Defending Against Universal Attacks Through Selective Feature RegenerationPoster48 citations
  151. Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation LearningPoster48 citations
  152. Improving Confidence Estimates for Unfamiliar ExamplesOral48 citations
  153. TetraTSDF: 3D Human Reconstruction From a Single Image With a Tetrahedral Outer ShellPoster48 citations
  154. ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion CaptureOral47 citations
  155. Deep Structure-Revealed Network for Texture RecognitionOral47 citations
  156. High-Dimensional Convolutional Networks for Geometric Pattern RecognitionOral47 citations
  157. Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions OnlyPoster47 citations
  158. MPM: Joint Representation of Motion and Position Map for Cell TrackingOral47 citations
  159. Minimal Solutions for Relative Pose With a Single Affine CorrespondencePoster47 citations
  160. Multi-Scale Fusion Subspace Clustering Using Similarity ConstraintPoster47 citations
  161. Pixel Consensus Voting for Panoptic SegmentationPoster47 citations
  162. Probability Weighted Compact Feature for Domain Adaptive RetrievalPoster47 citations
  163. ReDA:Reinforced Differentiable Attribute for 3D Face ReconstructionOral47 citations
  164. SaccadeNet: A Fast and Accurate Object DetectorPoster47 citations
  165. Transferring and Regularizing Prediction for Semantic SegmentationPoster47 citations
  166. VPLNet: Deep Single View Normal Estimation With Vanishing Points and LinesPoster47 citations
  167. ViBE: Dressing for Diverse Body ShapesOral47 citations
  168. Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design ProtectionOral47 citations
  169. A Characteristic Function Approach to Deep Implicit Generative ModelingOral46 citations
  170. ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual RecognitionPoster46 citations
  171. NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object DetectionPoster46 citations
  172. Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based AugmentationPoster46 citations
  173. Rotation Equivariant Graph Convolutional Network for Spherical Image ClassificationPoster46 citations
  174. Cross-Modal Deep Face Normals With Deactivable Skip ConnectionsOral45 citations
  175. Filter Grafting for Deep Neural NetworksPoster45 citations
  176. ILFO: Adversarial Attack on Adaptive Neural NetworksPoster45 citations
  177. Learning a Unified Sample Weighting Network for Object DetectionPoster45 citations
  178. Moving in the Right Direction: A Regularization for Deep Metric LearningPoster45 citations
  179. Self-Learning With Rectification Strategy for Human ParsingPoster45 citations
  180. Self-Supervised Viewpoint Learning From Image CollectionsPoster45 citations
  181. Deep Generative Model for Robust Imbalance ClassificationPoster44 citations
  182. Distilling Cross-Task Knowledge via Relationship MatchingOral44 citations
  183. Dynamic Fluid Surface Reconstruction Using Deep Neural NetworkOral44 citations
  184. End-to-End 3D Point Cloud Instance Segmentation Without DetectionPoster44 citations
  185. End-to-End Illuminant Estimation Based on Deep Metric LearningPoster44 citations
  186. How Much Time Do You Have? Modeling Multi-Duration SaliencyPoster44 citations
  187. Neural Contours: Learning to Draw Lines From 3D ShapesPoster44 citations
  188. Offset Bin Classification Network for Accurate Object DetectionPoster44 citations
  189. On the Acceleration of Deep Learning Model Parallelism With StalenessPoster44 citations
  190. PFRL: Pose-Free Reinforcement Learning for 6D Pose EstimationPoster44 citations
  191. UNAS: Differentiable Architecture Search Meets Reinforcement LearningOral44 citations
  192. A Spatial RNN Codec for End-to-End Image CompressionPoster43 citations
  193. Global Optimality for Point Set Registration Using Semidefinite ProgrammingPoster43 citations
  194. Learning Identity-Invariant Motion Representations for Cross-ID Face ReenactmentPoster43 citations
  195. Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion SegmentationPoster43 citations
  196. Noise Robust Generative Adversarial NetworksPoster43 citations
  197. Seeing the World in a Bag of ChipsOral43 citations
  198. StructEdit: Learning Structural Shape VariationsPoster43 citations
  199. Visual-Semantic Matching by Exploring High-Order Attention and DistractionPoster43 citations
  200. Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial ActivationsPoster42 citations
  201. Geometry and Learning Co-Supported Normal Estimation for Unstructured Point CloudPoster42 citations
  202. In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction From 2D LandmarksPoster42 citations
  203. Reconstruct Locally, Localize Globally: A Model Free Method for Object Pose EstimationPoster42 citations
  204. ZSTAD: Zero-Shot Temporal Activity DetectionPoster42 citations
  205. 15 Keypoints Is All You NeedPoster41 citations
  206. Exploiting Joint Robustness to Adversarial PerturbationsPoster41 citations
  207. From Paris to Berlin: Discovering Fashion Style Influences Around the WorldPoster41 citations
  208. From Two Rolling Shutters to One Global ShutterOral41 citations
  209. Learning Saliency Propagation for Semi-Supervised Instance SegmentationPoster41 citations
  210. Learning to Have an Ear for Face Super-ResolutionOral41 citations
  211. MEBOW: Monocular Estimation of Body Orientation in the WildPoster41 citations
  212. Shape correspondence using anisotropic Chebyshev spectral CNNsPoster41 citations
  213. Composing Good Shots by Exploiting Mutual RelationsPoster40 citations
  214. Depth Sensing Beyond LiDAR RangePoster40 citations
  215. From Image Collections to Point Clouds With Self-Supervised Shape and Pose NetworksPoster40 citations
  216. Neural Voxel Renderer: Learning an Accurate and Controllable Rendering ToolPoster40 citations
  217. Noise-Aware Fully Webly Supervised Object DetectionPoster40 citations
  218. Polishing Decision-Based Adversarial Noise With a Customized SamplingPoster40 citations
  219. MetaFuse: A Pre-trained Fusion Model for Human Pose EstimationPoster39 citations
  220. Neural Implicit Embedding for Point Cloud AnalysisPoster39 citations
  221. Noise Modeling, Synthesis and Classification for Generic Object Anti-SpoofingPoster39 citations
  222. Spatiotemporal Fusion in 3D CNNs: A Probabilistic ViewOral39 citations
  223. Where, What, Whether: Multi-Modal Learning Meets Pedestrian DetectionPoster39 citations
  224. Action Modifiers: Learning From Adverbs in Instructional VideosPoster38 citations
  225. Copy and Paste GAN: Face Hallucination From Shaded ThumbnailsOral38 citations
  226. DAVD-Net: Deep Audio-Aided Video Decompression of Talking HeadsOral38 citations
  227. Learning Augmentation Network via Influence FunctionsPoster38 citations
  228. Learning Deep Network for Detecting 3D Object Keypoints and 6D PosesPoster38 citations
  229. Mesh-Guided Multi-View Stereo With Pyramid ArchitecturePoster38 citations
  230. Spatially Attentive Output Layer for Image ClassificationPoster38 citations
  231. WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo MatchingPoster38 citations
  232. AOWS: Adaptive and Optimal Network Width Search With Latency ConstraintsOral37 citations
  233. Alleviation of Gradient Exploding in GANs: Fake Can Be RealPoster37 citations
  234. Generating and Exploiting Probabilistic Monocular Depth EstimatesOral37 citations
  235. MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image SynthesisPoster37 citations
  236. Synchronizing Probability Measures on Rotations via Optimal TransportPoster37 citations
  237. TomoFluid: Reconstructing Dynamic Fluid From Sparse View VideosPoster37 citations
  238. Visual ChiralityOral37 citations
  239. A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object DetectorsOral36 citations
  240. Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer LearningPoster36 citations
  241. Cloth in the Wind: A Case Study of Physical Measurement Through SimulationPoster36 citations
  242. DEPARA: Deep Attribution Graph for Deep Knowledge TransferabilityOral36 citations
  243. Density-Based Clustering for 3D Object Detection in Point CloudsPoster36 citations
  244. Generative Hybrid Representations for Activity Forecasting With No-Regret LearningOral36 citations
  245. HyperSTAR: Task-Aware Hyperparameters for Deep NetworksOral36 citations
  246. Intuitive, Interactive Beard and Hair Synthesis With Generative ModelsOral36 citations
  247. Learning a Dynamic Map of Visual AppearancePoster36 citations
  248. Learning to Manipulate Individual Objects in an ImagePoster36 citations
  249. Learning to Select Base Classes for Few-Shot ClassificationPoster36 citations
  250. Light-weight Calibrator: A Separable Component for Unsupervised Domain AdaptationPoster36 citations
  251. Local Context Normalization: Revisiting Local NormalizationOral36 citations
  252. SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image ClassificationOral36 citations
  253. Barycenters of Natural Images Constrained Wasserstein Barycenters for Image MorphingPoster35 citations
  254. Connect-and-Slice: An Hybrid Approach for Reconstructing 3D ObjectsPoster35 citations
  255. Density-Aware Graph for Deep Semi-Supervised Visual RecognitionPoster35 citations
  256. Domain Adaptive Image-to-Image TranslationPoster35 citations
  257. Few-Shot Pill RecognitionOral35 citations
  258. Fine-Grained Image-to-Image Transformation Towards Visual RecognitionPoster35 citations
  259. Joint Texture and Geometry Optimization for RGB-D ReconstructionPoster35 citations
  260. Lightweight Photometric Stereo for Facial Details RecoveryPoster35 citations
  261. Rethinking Performance Estimation in Neural Architecture SearchPoster35 citations
  262. Self-Supervised Human Depth Estimation From Monocular VideosPoster35 citations
  263. Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to ForgetPoster35 citations
  264. Severity-Aware Semantic Segmentation With Reinforced Wasserstein TrainingPoster35 citations
  265. Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open ProblemPoster35 citations
  266. A Certifiably Globally Optimal Solution to Generalized Essential Matrix EstimationPoster34 citations
  267. A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical ImagePoster34 citations
  268. Computing Valid P-Values for Image Segmentation by Selective InferencePoster34 citations
  269. DLWL: Improving Detection for Lowshot Classes With Weakly Labelled DataPoster34 citations
  270. Learning Generative Models of Shape HandlesPoster34 citations
  271. Regularization on Spatio-Temporally Smoothed Feature for Action RecognitionPoster34 citations
  272. Regularizing Neural Networks via Minimizing Hyperspherical EnergyPoster34 citations
  273. Robustness Guarantees for Deep Neural Networks on VideosOral34 citations
  274. Warp to the Future: Joint Forecasting of Features and Feature MotionPoster34 citations
  275. Dynamic Hierarchical Mimicking Towards Consistent Optimization ObjectivesPoster33 citations
  276. Few-Shot Learning of Part-Specific Probability Space for 3D Shape SegmentationPoster33 citations
  277. Going Deeper With Lean Point NetworksPoster33 citations
  278. Information-Driven Direct RGB-D OdometryOral33 citations
  279. Learning to Shadow Hand-Drawn SketchesOral33 citations
  280. Learning to Structure an Image With Few ColorsPoster33 citations
  281. Modeling Biological Immunity to Adversarial ExamplesPoster33 citations
  282. Non-Local Neural Networks With Grouped Bilinear Attentional TransformsPoster33 citations
  283. Cross-Modal Cross-Domain Moment Alignment Network for Person SearchPoster32 citations
  284. Frequency Domain Compact 3D Convolutional Neural NetworksPoster32 citations
  285. Joint Graph-Based Depth Refinement and Normal EstimationPoster32 citations
  286. Weakly Supervised Discriminative Feature Learning With State Information for Person IdentificationPoster32 citations
  287. A Quantum Computational Approach to Correspondence Problems on Point SetsPoster31 citations
  288. Auto-Tuning Structured Light by Optical Stochastic Gradient DescentPoster31 citations
  289. Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsPoster31 citations
  290. Dynamic Face Video Segmentation via Reinforcement LearningPoster31 citations
  291. Fast Soft Color SegmentationPoster31 citations
  292. One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial ExamplesPoster31 citations
  293. Super-BPD: Super Boundary-to-Pixel Direction for Fast Image SegmentationPoster31 citations
  294. Transformation GAN for Unsupervised Image Synthesis and Representation LearningPoster31 citations
  295. Efficient Neural Vision Systems Based on Convolutional Image AcquisitionOral30 citations
  296. Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial AttacksPoster30 citations
  297. Extreme Relative Pose Network Under Hybrid RepresentationsOral30 citations
  298. Learning to Optimize Non-Rigid TrackingOral30 citations
  299. PropagationNet: Propagate Points to Curve to Learn Structure InformationPoster30 citations
  300. Seeing without Looking: Contextual Rescoring of Object Detections for AP MaximizationPoster30 citations
  301. Unsupervised Deep Shape Descriptor With Point Distribution LearningPoster30 citations
  302. What Deep CNNs Benefit From Global Covariance Pooling: An Optimization PerspectivePoster30 citations
  303. Deep Metric Learning via Adaptive Learnable AssessmentPoster29 citations
  304. Geometrically Principled Connections in Graph Neural NetworksPoster29 citations
  305. Learning Geocentric Object Pose in Oblique Monocular ImagesPoster29 citations
  306. Reflection Scene Separation From a Single ImagePoster29 citations
  307. Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative LearningPoster29 citations
  308. Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov TheoryPoster29 citations
  309. Joint Spatial-Temporal Optimization for Stereo 3D Object TrackingPoster28 citations
  310. Learning to Optimize on SPD ManifoldsPoster28 citations
  311. Recursive Least-Squares Estimator-Aided Online Learning for Visual TrackingOral28 citations
  312. Large Scale Video Representation Learning via Relational Graph ClusteringPoster27 citations
  313. Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal InvariancePoster27 citations
  314. TextureFusion: High-Quality Texture Acquisition for Real-Time RGB-D ScanningOral27 citations
  315. The GAN That Warped: Semantic Attribute Editing With Unpaired DataPoster27 citations
  316. Understanding Road Layout From Videos as a WholePoster27 citations
  317. ADINet: Attribute Driven Incremental Network for Retinal Image ClassificationPoster26 citations
  318. Accurate Estimation of Body Height From a Single Depth Image via a Four-Stage Developing NetworkPoster26 citations
  319. An Investigation Into the Stochasticity of Batch WhiteningOral26 citations
  320. BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face DetectorPoster26 citations
  321. Camera Trace ErasingPoster26 citations
  322. Deepstrip: High-Resolution Boundary RefinementPoster26 citations
  323. Learning From Web Data With Self-Organizing Memory ModulePoster26 citations
  324. Learning to Learn Cropping Models for Different Aspect Ratio RequirementsPoster26 citations
  325. METAL: Minimum Effort Temporal Activity Localization in Untrimmed VideosOral26 citations
  326. Scalable Uncertainty for Computer Vision With Functional Variational InferencePoster26 citations
  327. Solving Jigsaw Puzzles With Eroded BoundariesPoster26 citations
  328. TESA: Tensor Element Self-Attention via MatricizationPoster26 citations
  329. TRPLP - Trifocal Relative Pose From Lines at PointsPoster26 citations
  330. Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on SmartphonesPoster26 citations
  331. Attention-Based Context Aware Reasoning for Situation RecognitionPoster25 citations
  332. Evade Deep Image Retrieval by Stashing Private Images in the Hash SpacePoster25 citations
  333. MINA: Convex Mixed-Integer Programming for Non-Rigid Shape AlignmentPoster25 citations
  334. Minimal Solutions to Relative Pose Estimation From Two Views Sharing a Common Direction With Unknown Focal LengthPoster25 citations
  335. NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural NetworksOral25 citations
  336. Wish You Were Here: Context-Aware Human GenerationPoster25 citations
  337. A Sparse Resultant Based Method for Efficient Minimal SolversPoster24 citations
  338. Enhancing Intrinsic Adversarial Robustness via Feature Pyramid DecoderPoster24 citations
  339. Footprints and Free Space From a Single Color ImageOral24 citations
  340. Learning a Reinforced Agent for Flexible Exposure Bracketing SelectionPoster24 citations
  341. Non-Adversarial Video Synthesis With Learned PriorsPoster24 citations
  342. RDCFace: Radial Distortion Correction for Face RecognitionPoster24 citations
  343. Time Flies: Animating a Still Image With Time-Lapse Video As ReferencePoster24 citations
  344. Active Vision for Early Recognition of Human ActionsPoster23 citations
  345. Data-Efficient Semi-Supervised Learning by Reliable Edge MiningPoster23 citations
  346. Embodied Language Grounding With 3D Visual Feature RepresentationsPoster23 citations
  347. FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face VerificationPoster23 citations
  348. Fantastic Answers and Where to Find Them: Immersive Question-Directed Visual AttentionPoster23 citations
  349. Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and AveragingPoster23 citations
  350. LSM: Learning Subspace Minimization for Low-Level VisionOral23 citations
  351. Webly Supervised Knowledge Embedding Model for Visual ReasoningPoster23 citations
  352. Peek-a-Boo: Occlusion Reasoning in Indoor Scenes With Plane RepresentationsOral22 citations
  353. Robust Homography Estimation via Dual Principal Component PursuitPoster22 citations
  354. Butterfly Transform: An Efficient FFT Based Neural Architecture DesignPoster21 citations
  355. Differentiable Adaptive Computation Time for Visual ReasoningPoster21 citations
  356. Exemplar Normalization for Learning Deep RepresentationPoster21 citations
  357. Learning to Detect Important People in Unlabelled Images for Semi-Supervised Important People DetectionPoster21 citations
  358. Learning to Measure the Static Friction Coefficient in Cloth ContactOral21 citations
  359. Photometric Stereo via Discrete Hypothesis-and-Test SearchPoster21 citations
  360. Probabilistic Pixel-Adaptive Refinement NetworksPoster21 citations
  361. Quaternion Product Units for Deep Learning on 3D Rotation GroupsPoster21 citations
  362. ReSprop: Reuse Sparsified BackpropagationOral21 citations
  363. Sequential Motif Profiles and Topological Plots for Offline Signature VerificationPoster21 citations
  364. Towards Learning Structure via Consensus for Face Segmentation and ParsingPoster21 citations
  365. PatchVAE: Learning Local Latent Codes for RecognitionPoster20 citations
  366. SPARE3D: A Dataset for SPAtial REasoning on Three-View Line DrawingsPoster20 citations
  367. Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear ManifoldsPoster20 citations
  368. Zero-Assignment Constraint for Graph Matching With OutliersPoster20 citations
  369. Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint EstimationPoster19 citations
  370. Learning a Weakly-Supervised Video Actor-Action Segmentation Model With a Wise SelectionOral19 citations
  371. Minimizing Discrete Total Curvature for Image ProcessingPoster19 citations
  372. NestedVAE: Isolating Common Factors via Weak SupervisionPoster19 citations
  373. Probabilistic Video Prediction From Noisy Data With a Posterior ConfidencePoster19 citations
  374. Structured Multi-Hashing for Model CompressionPoster19 citations
  375. Visual Reaction: Learning to Play Catch With Your DronePoster19 citations
  376. What Does Plate Glass Reveal About Camera Calibration?Poster19 citations
  377. Averaging Essential and Fundamental Matrices in Collinear Camera SettingsPoster18 citations
  378. Correspondence-Free Material Reconstruction using Sparse Surface ConstraintsPoster18 citations
  379. Deep Grouping Model for Unified Perceptual ParsingPoster18 citations
  380. Dynamic Traffic Modeling From Overhead ImageryOral18 citations
  381. Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational AutoencodersPoster18 citations
  382. Local Non-Rigid Structure-From-Motion From Diffeomorphic MappingsPoster18 citations
  383. Novel Object Viewpoint Estimation Through Reconstruction AlignmentPoster18 citations
  384. DeepFaceFlow: In-the-Wild Dense 3D Facial Motion EstimationPoster17 citations
  385. Learning Nanoscale Motion Patterns of Vesicles in Living CellsPoster17 citations
  386. On the Regularization Properties of Structured DropoutPoster17 citations
  387. Relative Interior Rule in Block-Coordinate DescentOral17 citations
  388. Sub-Frame Appearance and 6D Pose Estimation of Fast Moving ObjectsPoster17 citations
  389. Attack to Explain Deep RepresentationPoster16 citations
  390. Better Captioning With Sequence-Level ExplorationPoster16 citations
  391. Can Deep Learning Recognize Subtle Human Activities?Poster16 citations
  392. Cogradient Descent for Bilinear OptimizationPoster16 citations
  393. Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic AssignmentPoster16 citations
  394. Exploring Unlabeled Faces for Novel Attribute DiscoveryPoster16 citations
  395. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map ForecastingPoster16 citations
  396. Scene Recomposition by Learning-Based ICPPoster16 citations
  397. VQA With No Questions-Answers TrainingPoster16 citations
  398. MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim LearningPoster15 citations
  399. Network Adjustment: Channel Search Guided by FLOPs Utilization RatioPoster15 citations
  400. Nonparametric Object and Parts Modeling With Lie Group DynamicsOral15 citations
  401. Perspective Plane Program Induction From a Single ImagePoster15 citations
  402. Toward a Universal Model for Shape From TexturePoster15 citations
  403. Visually Imbalanced Stereo MatchingPoster15 citations
  404. 3D Part Guided Image Editing for Fine-Grained Object UnderstandingPoster14 citations
  405. Blur Aware Calibration of Multi-Focus Plenoptic CameraOral14 citations
  406. Normalizing Flows With Multi-Scale Autoregressive PriorsPoster14 citations
  407. Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging BiomarkersPoster14 citations
  408. Regularizing CNN Transfer Learning With Randomised RegressionPoster14 citations
  409. Sideways: Depth-Parallel Training of Video ModelsPoster14 citations
  410. Unsupervised Magnification of Posture Deviations Across SubjectsPoster14 citations
  411. When to Use Convolutional Neural Networks for Inverse ProblemsPoster14 citations
  412. Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object DetectionPoster13 citations
  413. Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric LearningPoster13 citations
  414. On the Distribution of Minima in Intrinsic-Metric Rotation AveragingPoster13 citations
  415. Painting Many Pasts: Synthesizing Time Lapse Videos of PaintingsPoster13 citations
  416. gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity PriorsPoster13 citations
  417. Determinant Regularization for Gradient-Efficient Graph MatchingPoster12 citations
  418. Optimal least-squares solution to the hand-eye calibration problemPoster12 citations
  419. Single-Shot Monocular RGB-D Imaging Using Uneven Double RefractionOral12 citations
  420. Stereoscopic Flash and No-Flash Photography for Shape and Albedo RecoveryPoster12 citations
  421. Affinity Graph Supervision for Visual RecognitionPoster11 citations
  422. Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionPoster11 citations
  423. Minimal Solvers for 3D Scan Alignment With Pairs of Intersecting LinesPoster11 citations
  424. Screencast Tutorial Video UnderstandingPoster11 citations
  425. Sparse Layered Graphs for Multi-Object SegmentationPoster11 citations
  426. Learning User Representations for Open Vocabulary Image Hashtag PredictionOral10 citations
  427. Learning to Generate 3D Training Data Through Hybrid GradientPoster10 citations
  428. TA-Student VQA: Multi-Agents Training by Self-QuestioningOral10 citations
  429. Can Facial Pose and Expression Be Separated With Weak Perspective Camera?Poster9 citations
  430. Inducing Hierarchical Compositional Model by Sparsifying Generator NetworkPoster9 citations
  431. SQE: a Self Quality Evaluation Metric for Parameters Optimization in Multi-Object TrackingPoster9 citations
  432. Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density NetworksOral9 citations
  433. Appearance Shock Grammar for Fast Medial Axis Extraction From Real ImagesPoster8 citations
  434. Fast Texture Synthesis via Pseudo OptimizerPoster8 citations
  435. Hierarchically Robust Representation LearningPoster8 citations
  436. Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image TransformationsPoster8 citations
  437. Uncertainty Based Camera Model SelectionPoster8 citations
  438. Adaptive Interaction Modeling via Graph Operations SearchPoster7 citations
  439. An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' OutputsPoster7 citations
  440. Assessing Eye Aesthetics for Automatic Multi-Reference Eye In-PaintingPoster7 citations
  441. Bundle Pooling for Polygonal Architecture Segmentation ProblemPoster7 citations
  442. GIFnets: Differentiable GIF Encoding FrameworkPoster7 citations
  443. Nested Scale-Editing for Conditional Image SynthesisPoster7 citations
  444. Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual DataPoster7 citations
  445. Dataless Model Selection With the Deep Frame PotentialOral6 citations
  446. Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge ReasoningPoster6 citations
  447. Height and Uprightness Invariance for 3D Prediction From a Single ViewPoster6 citations
  448. ProAlignNet: Unsupervised Learning for Progressively Aligning Noisy ContoursPoster6 citations
  449. Revisiting Saliency Metrics: Farthest-Neighbor Area Under CurveOral6 citations
  450. A Graduated Filter Method for Large Scale Robust EstimationPoster5 citations
  451. A Unified Optimization Framework for Low-Rank Inducing PenaltiesPoster5 citations
  452. Active 3D Motion Visualization Based on Spatiotemporal Light-Ray IntegrationPoster5 citations
  453. Fast MSERPoster5 citations
  454. A Lighting-Invariant Point Processor for ShadingOral4 citations
  455. Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?Oral4 citations
  456. Discovering Synchronized Subsets of Sequences: A Large Scale SolutionPoster4 citations
  457. Enhancing Generic Segmentation With Learned Region RepresentationsPoster4 citations
  458. JA-POLS: A Moving-Camera Background Model via Joint Alignment and Partially-Overlapping Local SubspacesPoster4 citations
  459. Recognizing Objects From Any View With Object and Viewer-Centered RepresentationsPoster4 citations
  460. Where Does It End? - Reasoning About Hidden Surfaces by Object Intersection ConstraintsPoster4 citations
  461. Partial Weight Adaptation for Robust DNN InferencePoster3 citations
  462. CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional ImagesPoster2 citations
  463. Training a Steerable CNN for Guidewire DetectionPoster2 citations
  464. Estimating Low-Rank Region Likelihood MapsPoster1 citations
  465. Model Adaptation: Unsupervised Domain Adaptation Without Source DataPoster
  466. Separating Particulate Matter From a Single Microscopic ImagePoster

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