Video Understanding

Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023 Revealing Single Frame Bias for Video-and-Language Learning ACL 2023 Revealing the unseen: Benchmarking video action recognition under occlusion NeurIPS 2023 Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023 Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge Transferring CVPR 2023 RGMIL: Guide Your Multiple-Instance Learning Model with Regressor NeurIPS 2023 ScanDMM: A Deep Markov Model of Scanpath Prediction for 360deg Images CVPR 2023 SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval ICCV 2023 Scanning Only Once: An End-to-end Framework for Fast Temporal Grounding in Long Videos ICCV 2023 Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations ACL 2023 SCOTCH and SODA: A Transformer Video Shadow Detection Framework CVPR 2023 SeCo: Separating Unknown Musical Visual Sounds With Consistency Guidance WACV 2023 Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert CVPR 2023 Segment Every Reference Object in Spatial and Temporal Spaces ICCV 2023 Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023 Self-Emphasizing Network for Continuous Sign Language Recognition AAAI 2023 Self-Supervised Relative Pose With Homography Model-Fitting in the Loop WACV 2023 Self-Supervised Video Forensics by Audio-Visual Anomaly Detection CVPR 2023 Self-supervised video pretraining yields robust and more human-aligned visual representations NeurIPS 2023 Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos ICCV 2023 SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving ICCV 2023 Siamese Masked Autoencoders NeurIPS 2023 Sign Language-to-Text Dictionary with Lightweight Transformer Models IJCAI 2023 SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ACL 2023 Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation CVPR 2023