Video Understanding

Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024 LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer AAAI 2024 LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NeurIPS 2024 LookupViT: Compressing visual information to a limited number of tokens ECCV 2024 LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation CVPR 2024 M2Beats: When Motion Meets Beats in Short-form Videos IJCAI 2024 MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations NSDI 2024 Masked Event Modeling: Self-Supervised Pretraining for Event Cameras WACV 2024 Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity ECCV 2024 MatchTime: Towards Automatic Soccer Game Commentary Generation EMNLP 2024 MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features Interspeech 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 Memory Consolidation Enables Long-Context Video Understanding ICML 2024 MICap: A Unified Model for Identity-Aware Movie Descriptions CVPR 2024 Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation CVPR 2024 MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction COLING 2024 MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos EMNLP 2024 MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NeurIPS 2024 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024 Modeling Personalized Retweeting Behaviors for Multi-Stage Cascade Popularity Prediction IJCAI 2024 Modular Blind Video Quality Assessment CVPR 2024 MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024 MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NeurIPS 2024 Motion-Aware Heatmap Regression for Human Pose Estimation in Videos IJCAI 2024