video-language model

Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025 Towards Universal Soccer Video Understanding CVPR 2025 UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark WACV 2025 Understanding Co-speech Gestures in-the-wild ICCV 2025 UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025 VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment CVPR 2025 VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning AAAI 2025 Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding CVPR 2025 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges ICCV 2025 VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format EMNLP 2025 Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025 VideoPASTA: 7K Preference Pairs That Matter for Video-LLM Alignment EMNLP 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding EMNLP 2025 VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 World Model on Million-Length Video And Language With Blockwise RingAttention ICLR 2025 A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024 Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024 Detours for Navigating Instructional Videos CVPR 2024 DeVAn: Dense Video Annotation for Video-Language Models ACL 2024 Distilling Vision-Language Models on Millions of Videos CVPR 2024