video large language model

VideoITG: Multimodal Video Understanding with Instructed Temporal Grounding CVPR 2026 VideoPro: Adaptive Program Reasoning for Long Video Understanding ACL 2026 ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting CVPR 2026 ViLL-E: Video LLM Embeddings for Retrieval ACL 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025 Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025 DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models CVPR 2025 Frame-Voyager: Learning to Query Frames for Video Large Language Models ICLR 2025 Generative Frame Sampler for Long Video Understanding ACL 2025 Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models EMNLP 2025 GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding ICLR 2025 iMOVE : Instance-Motion-Aware Video Understanding ACL 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations CVPR 2025 MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025 METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding EMNLP 2025 MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025 Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs ICCV 2025 Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 PAVE: Patching and Adapting Video Large Language Models CVPR 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025