conftrace_

video understanding

1,772 papers

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Co-occurring keywords · papers mentioning both

multimodal learning (373) action recognition (341) temporal modeling (118) self-supervised learning (114) multimodal large language model (101) contrastive learning (94) large language model (94) object detection (93) weakly supervised learning (87) video question answering (85)

Papers

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks RSS 2025 UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025 Using Diffusion Priors for Video Amodal Segmentation CVPR 2025 Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025 VCA: Video Curious Agent for Long Video Understanding ICCV 2025 VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment CVPR 2025 VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios EMNLP 2025 ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025 VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? CVPR 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 VideoAds for Fast-Paced Video Understanding ICCV 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding CVPR 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges ICCV 2025 VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization ICCV 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis CVPR 2025 VideoOrion: Tokenizing Object Dynamics in Videos ICCV 2025 VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment EMNLP 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025