Video Understanding

Unsupervised Temporal Video Grounding with Deep Semantic Clustering AAAI 2022 UnweaveNet: Unweaving Activity Stories CVPR 2022 VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022 Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation CVPR 2022 VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NeurIPS 2022 Video Salient Object Detection via Contrastive Features and Attention Modules WACV 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 VisualHow: Multimodal Problem Solving CVPR 2022 VITA: Video Instance Segmentation via Object Token Association NeurIPS 2022 Volumetric-based Contact Point Detection for 7-DoF Grasping CoRL 2022 VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification ACL 2022 VRDFormer: End-to-End Video Visual Relation Detection With Transformers CVPR 2022 V-SlowFast Network for Efficient Visual Sound Separation WACV 2022 Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation CVPR 2022 Weakly-Supervised Temporal Article Grounding EMNLP 2022 Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning CVPR 2022 Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining AAAI 2022 What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022 Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks CVPR 2022 X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021 3D Human Pose Estimation With Spatial and Temporal Transformers ICCV 2021 ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization AAAI 2021 ACTION-Net: Multipath Excitation for Action Recognition CVPR 2021 Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion Interspeech 2021