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Unsupervised Learning of Visual Representations using Videos
Xiaolong Wang, Abhinav Gupta
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Towards High-Resolution Salient Object Detection
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Learning Policies for Adaptive Tracking with Deep Feature Cascades
Chen Huang, Simon Lucey, Deva Ramanan
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Cross-X Learning for Fine-Grained Visual Categorization
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3D-LaneNet: End-to-End 3D Multiple Lane Detection
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Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection
Mohammadreza Zolfaghari, Gabriel L. Oliveira, ... (+2 more)
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Pose-aware Multi-level Feature Network for Human Object Interaction Detection
Bo Wan, Desen Zhou, ... (+3 more)
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Sparse and Imperceivable Adversarial Attacks
Francesco Croce, Matthias Hein
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Deep Generative Adversarial Compression Artifact Removal
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Adversarial Representation Learning for Text-to-Image Matching
Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris
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Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach
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Shadow Removal via Shadow Image Decomposition
Hieu Le, Dimitris Samaras
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Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network
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3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks
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Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation
Christian Bailer, Bertram Taetz, Didier Stricker
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Dense Optical Flow Prediction from a Static Image
Jacob Walker, Abhinav Gupta, Martial Hebert
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MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences
Xingyu Liu, Mengyuan Yan, Jeannette Bohg
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Areas of Attention for Image Captioning
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Robust Multi-Modality Multi-Object Tracking
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Text Flow: A Unified Text Detection System in Natural Scene Images
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Recurrent Topic-Transition GAN for Visual Paragraph Generation
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FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras
Shanghang Zhang, Guanhang Wu, ... (+2 more)
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Learning Compact Geometric Features
Marc Khoury, Qian-Yi Zhou, Vladlen Koltun
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Semantic Video CNNs through Representation Warping
Raghudeep Gadde, Varun Jampani, Peter V. Gehler
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Mask-Guided Attention Network for Occluded Pedestrian Detection
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Class Rectification Hard Mining for Imbalanced Deep Learning
Qi Dong, Shaogang Gong, Xiatian Zhu
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Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks
Hui Li, Peng Wang, Chunhua Shen
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Correlation Adaptive Subspace Segmentation by Trace Lasso
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RIO: 3D Object Instance Re-Localization in Changing Indoor Environments
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Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks
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How do neural networks see depth in single images?
Tom van Dijk, Guido C. H. E. de Croon
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Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
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Multi-scale recognition with DAG-CNNs
Songfan Yang, Deva Ramanan
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Perspective-Guided Convolution Networks for Crowd Counting
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Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection
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Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses
Christian Rupprecht, Iro Laina, ... (+5 more)
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Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation
Li Jiang, Hengshuang Zhao, ... (+4 more)
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Extreme View Synthesis
Inchang Choi, Orazio Gallo, ... (+3 more)
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Diversity with Cooperation: Ensemble Methods for Few-Shot Classification
Nikita Dvornik, Cordelia Schmid, Julien Mairal
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3D Object Reconstruction from a Single Depth View with Adversarial Learning
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Image-based Localization using Hourglass Networks
Iaroslav Melekhov, Juha Ylioinas, ... (+2 more)
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Relation Distillation Networks for Video Object Detection
Jiajun Deng, Yingwei Pan, ... (+4 more)
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BlitzNet: A Real-Time Deep Network for Scene Understanding
Nikita Dvornik, Konstantin Shmelkov, ... (+2 more)
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ID-Reveal: Identity-aware DeepFake Video Detection
Davide Cozzolino, Andreas Rössler, ... (+3 more)
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Structured Prediction Helps 3D Human Motion Modelling
Emre Aksan, Manuel Kaufmann, Otmar Hilliges
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Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
Yu-Jhe Li, Ci-Siang Lin, ... (+2 more)
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Unsupervised Multi-Task Feature Learning on Point Clouds
Kaveh Hassani, Mike Haley
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DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare
Yuanlu Xu, Song-Chun Zhu, Tony Tung
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Towards a Rigorous Evaluation of XAI Methods on Time Series
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Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network
Zakaria Laskar, Iaroslav Melekhov, ... (+2 more)
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