Video Understanding

Multi-Motion and Appearance Self-Supervised Moving Object Detection WACV 2022 Multi-Stream Dynamic Video Summarization WACV 2022 Multiview Transformers for Video Recognition CVPR 2022 Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022 Neuro-Symbolic Visual Dialog COLING 2022 NUTA: Non-Uniform Temporal Aggregation for Action Recognition WACV 2022 OBJECT DYNAMICS DISTILLATION FOR SCENE DECOMPOSITION AND REPRESENTATION ICLR 2022 Object-Relation Reasoning Graph for Action Recognition CVPR 2022 OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022 Open-domain Video Commentary Generation EMNLP 2022 Optimizing Video Prediction via Video Frame Interpolation CVPR 2022 PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation IJCAI 2022 Perceptual Consistency in Video Segmentation WACV 2022 Per-Clip Video Object Segmentation CVPR 2022 PERF-Net: Pose Empowered RGB-Flow Net WACV 2022 PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points NeurIPS 2022 Prior Knowledge and Memory Enriched Transformer for Sign Language Translation ACL 2022 Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection CVPR 2022 QueryProp: Object Query Propagation for High-Performance Video Object Detection AAAI 2022 Recurring the Transformer for Video Action Recognition CVPR 2022 Reliable Propagation-Correction Modulation for Video Object Segmentation AAAI 2022 Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement IJCAI 2022 Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives EMNLP 2022 Rethinking Resolution in the Context of Efficient Video Recognition NeurIPS 2022 Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding EMNLP 2022