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MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes
Ethan Rudd, Manuel Günther, Terrance Boult
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Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation
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Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification
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Deep Feature Pyramid Reconfiguration for Object Detection
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Learning Monocular Depth by Distilling Cross-domain Stereo Networks
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Learning with Biased Complementary Labels
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Dense Pose Transfer
Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos
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Learning to Anonymize Faces for Privacy Preserving Action Detection
Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo
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Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
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Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing
Yapeng Tian, Dingzeyu Li, Chenliang Xu
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Person Search via A Mask-Guided Two-Stream CNN Model
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Where are the Blobs: Counting by Localization with Point Supervision
Issam H. Laradji, Negar Rostamzadeh, ... (+3 more)
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Multi-Person Tracking by Multicut and Deep Matching
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Learning Image Matching by Simply Watching Video
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CentralNet: a Multilayer Approach for Multimodal Fusion
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The Devil of Face Recognition is in the Noise
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A Zero-Shot Framework for Sketch-based Image Retrieval
Sasi Kiran Yelamarthi, Shiva Krishna Reddy, ... (+2 more)
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Clockwork Convnets for Video Semantic Segmentation
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Explainable Neural Computation via Stack Neural Module Networks
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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance
Zhixin Shu, Mihir Sahasrabudhe, ... (+4 more)
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Cross-Modal and Hierarchical Modeling of Video and Text
Bowen Zhang, Hexiang Hu, Fei Sha
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Modality Distillation with Multiple Stream Networks for Action Recognition
Nuno Garcia, Pietro Morerio, Vittorio Murino
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Talking-head Generation with Rhythmic Head Motion
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Domain-invariant Stereo Matching Networks
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T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks
Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai
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SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing
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Video Object Detection with an Aligned Spatial-Temporal Memory
Fanyi Xiao, Yong Jae Lee
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Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots
Qi Chen, Lin Sun, ... (+3 more)
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Going Further with Point Pair Features
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Chained Predictions Using Convolutional Neural Networks
Georgia Gkioxari, Alexander Toshev, Navdeep Jaitly
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Learning Shape Priors for Single-View 3D Completion and Reconstruction
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DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
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Deep Pictorial Gaze Estimation
Seonwook Park, Adrian Spurr, Otmar Hilliges
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Spatio-Temporal Channel Correlation Networks for Action Classification
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The Curious Robot: Learning Visual Representations via Physical Interactions
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CLOTH3D: Clothed 3D Humans
Hugo Bertiche, Meysam Madadi, Sergio Escalera
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CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering
Zhengqi Li, Noah Snavely
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Fully-Convolutional Point Networks for Large-Scale Point Clouds
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BCNet: Learning Body and Cloth Shape from A Single Image
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Dynamic Multimodal Instance Segmentation guided by natural language queries
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Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs
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A Discriminative Framework for Anomaly Detection in Large Videos
Allison Del Giorno, J. Andrew Bagnell, Martial Hebert
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A 4D Light-Field Dataset and CNN Architectures for Material Recognition
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Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks
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When Does Self-supervision Improve Few-shot Learning?
Jong-Chyi Su, Subhransu Maji, Bharath Hariharan
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GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints
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CTAP: Complementary Temporal Action Proposal Generation
Jiyang Gao, Kan Chen, Ram Nevatia
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SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
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Linguistic Structure Guided Context Modeling for Referring Image Segmentation
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PiP: Planning-informed Trajectory Prediction for Autonomous Driving
Haoran Song, Wenchao Ding, ... (+4 more)
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