Video Understanding

Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021 Region under Discussion for visual dialog EMNLP 2021 Regularizing Attention Networks for Anomaly Detection in Visual Question Answering AAAI 2021 Relational Self-Attention: What's Missing in Attention for Video Understanding NeurIPS 2021 Relation-aware Video Reading Comprehension for Temporal Language Grounding EMNLP 2021 Relaxed Transformer Decoders for Direct Action Proposal Generation ICCV 2021 Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning CVPR 2021 Repetitive Activity Counting by Sight and Sound CVPR 2021 Representation Learning via Global Temporal Alignment and Cycle-Consistency CVPR 2021 Representing Videos As Discriminative Sub-Graphs for Action Recognition CVPR 2021 Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction ICLR 2021 RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021 S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-Shot Segmentation WACV 2021 Scalable Certified Segmentation via Randomized Smoothing ICML 2021 Selective Feature Compression for Efficient Activity Recognition Inference ICCV 2021 Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos WACV 2021 Self-Mutual Distillation Learning for Continuous Sign Language Recognition ICCV 2021 Self-Supervised Learning for Semi-Supervised Temporal Action Proposal CVPR 2021 Self-Supervised Learning of Compressed Video Representations ICLR 2021 Self-Supervised Representation Learning From Flow Equivariance ICCV 2021 Self-Supervised Video Action Localization with Adversarial Temporal Transforms IJCAI 2021 Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021 Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw IJCAI 2021 Semantic-Aware Video Text Detection CVPR 2021