Video Understanding

A Causal Inference Look at Unsupervised Video Anomaly Detection AAAI 2022 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022 A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information CVPR 2022 A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications ICML 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 Alignment-guided Temporal Attention for Video Action Recognition NeurIPS 2022 A Modular and Unified Framework for Detecting and Localizing Video Anomalies WACV 2022 An Empirical Study of End-to-End Temporal Action Detection CVPR 2022 Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding CVPR 2022 Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models MLHC 2022 A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022 Are all Frames Equal? Active Sparse Labeling for Video Action Detection NeurIPS 2022 ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization CVPR 2022 Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities CVPR 2022 Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos EMNLP 2022 AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant EMNLP 2022 Attacking Video Recognition Models with Bullet-Screen Comments AAAI 2022 AutoVideo: An Automated Video Action Recognition System IJCAI 2022 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation WACV 2022 AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval CVPR 2022 BEVT: BERT Pretraining of Video Transformers CVPR 2022 Boosting the Transferability of Video Adversarial Examples via Temporal Translation AAAI 2022 Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens NeurIPS 2022 Building Goal-Oriented Dialogue Systems with Situated Visual Context AAAI 2022