Video Understanding

Predicting Scene Parsing and Motion Dynamics in the Future NeurIPS 2017 Primary Object Segmentation in Videos Based on Region Augmentation and Reduction CVPR 2017 Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset CVPR 2017 Reasoning About Liquids via Closed-Loop Simulation RSS 2017 Recurrent Ladder Networks NeurIPS 2017 Representations of language in a model of visually grounded speech signal ACL 2017 Safe Visual Navigation via Deep Learning and Novelty Detection RSS 2017 SCC: Semantic Context Cascade for Efficient Action Detection CVPR 2017 Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017 Spatiotemporal Multiplier Networks for Video Action Recognition CVPR 2017 Spatiotemporal Pyramid Network for Video Action Recognition CVPR 2017 Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos CVPR 2017 Speaker Dependency Analysis, Audiovisual Fusion Cues and a Multimodal BLSTM for Conversational Engagement Recognition Interspeech 2017 Supervising Neural Attention Models for Video Captioning by Human Gaze Data CVPR 2017 Temporal Action Localization by Structured Maximal Sums CVPR 2017 Temporal Coherency based Criteria for Predicting Video Frames using Deep Multi-stage Generative Adversarial Networks NeurIPS 2017 Temporal Residual Networks for Dynamic Scene Recognition CVPR 2017 The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017 The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions CVPR 2017 Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos CVPR 2017 Unsupervised Learning of Disentangled Representations from Video NeurIPS 2017 Unsupervised Semantic Scene Labeling for Streaming Data CVPR 2017 Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos CVPR 2017 Video Highlight Prediction Using Audience Chat Reactions EMNLP 2017 Video Segmentation via Multiple Granularity Analysis CVPR 2017