multimodal large language model

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis CVPR 2025 Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025 VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025 VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025 VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025 VISIAR: Empower MLLM for Visual Story Ideation ACL 2025 Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ACL 2025 VisionMath: Vision-Form Mathematical Problem-Solving ICCV 2025 VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025 VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025 Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images ICCV 2025 Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection EMNLP 2025 Visual Intention Grounding for Egocentric Assistants ICCV 2025 Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025 Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025 VIVA+: Human-Centered Situational Decision-Making EMNLP 2025 VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025 VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation WACV 2025 Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing NAACL 2025 VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning ICLR 2025 VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025 VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025 V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025 VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning ICCV 2025 Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models ICML 2025