video understanding

Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025 Context-Aware Academic Emotion Dataset and Benchmark ICCV 2025 Context-Enhanced Memory-Refined Transformer for Online Action Detection CVPR 2025 Contextual AD Narration with Interleaved Multimodal Sequence CVPR 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025 CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos ICCV 2025 CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025 COVTrack: Continuous Open-Vocabulary Tracking via Adaptive Multi-Cue Fusion ICCV 2025 CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis WACV 2025 D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025 DashCop: Automated E-Ticket Generation for Two-Wheeler Traffic Violations using Dashcam Videos WACV 2025 D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025 DecepBench: Benchmarking Multimodal Deception Detection ACL 2025 Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference WACV 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 Design Choices for Extending the Context Length of Visual Language Models ACL 2025 DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models AAAI 2025 Diff-LMM: Diffusion Teacher-Guided Spatio-Temporal Perception for Video Large Multimodal Models IJCAI 2025 DiffMesh: A Motion-Aware Diffusion Framework for Human Mesh Recovery from Videos WACV 2025 Diffusion-based 3D Hand Motion Recovery with Intuitive Physics ICCV 2025 DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer CVPR 2025 Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025