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Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation
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CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images
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Transferability and Hardness of Supervised Classification Tasks
Anh T. Tran, Cuong V. Nguyen, Tal Hassner
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Second-order Non-local Attention Networks for Person Re-identification
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Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning
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Efficient Low Rank Tensor Ring Completion
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Dynamic Label Graph Matching for Unsupervised Video Re-Identification
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Temporal Recurrent Networks for Online Action Detection
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Multi-Modal Fusion for End-to-End RGB-T Tracking
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Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression
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HomebrewedDB: RGB-D Dataset for 6D Pose Estimation of 3D Objects
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Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues
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Noise Flow: Noise Modeling with Conditional Normalizing Flows
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Spatiotemporal Modeling for Crowd Counting in Videos
Feng Xiong, Xingjian Shi, Dit-Yan Yeung
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WordSup: Exploiting Word Annotations for Character based Text Detection
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Selectivity or Invariance: Boundary-aware Salient Object Detection
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Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
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Graph-Based Object Classification for Neuromorphic Vision Sensing
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Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation
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Robust Optimization for Deep Regression
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Grounded Human-Object Interaction Hotspots from Video
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Better Aggregation in Test-Time Augmentation
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Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy
Qing Yu, Kiyoharu Aizawa
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Vehicle Re-identification with Viewpoint-aware Metric Learning
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DeepBox: Learning Objectness with Convolutional Networks
Weicheng Kuo, Bharath Hariharan, Jitendra Malik
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Learning Robust Visual-Semantic Embeddings
Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov
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Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks
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Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders
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TorontoCity: Seeing the World with a Million Eyes
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CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation
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Learning Joint 2D-3D Representations for Depth Completion
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High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision
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Hierarchy Parsing for Image Captioning
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Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation
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Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning
Soravit Changpinyo, Wei-Lun Chao, Fei Sha
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Transitive Invariance for Self-supervised Visual Representation Learning
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Multi-view PointNet for 3D Scene Understanding
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Topological Map Extraction from Overhead Images
Zuoyue Li, Jan Dirk Wegner, Aurélien Lucchi
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Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization
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Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
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Unsupervised Learning for Real-World Super-Resolution
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TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection
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From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer
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Encouraging LSTMs to Anticipate Actions Very Early
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A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
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Video Self-Stitching Graph Network for Temporal Action Localization
Chen Zhao, Ali Thabet, Bernard Ghanem
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Person Re-identification with Correspondence Structure Learning
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Learning Social Relation Traits from Face Images
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Weakly-supervised Action Localization with Background Modeling
Phuc Xuan Nguyen, Deva Ramanan, Charless C. Fowlkes
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Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings
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