Large Language Models

VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025 ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025 ViLU: Learning Vision-Language Uncertainties for Failure Prediction ICCV 2025 VinePPO: Refining Credit Assignment in RL Training of LLMs ICML 2025 Vintix: Action Model via In-Context Reinforcement Learning ICML 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning 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 VisionArena: 230k Real World User-VLM Conversations with Preference Labels CVPR 2025 Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025 Vision-Language Models Create Cross-Modal Task Representations ICML 2025 Vision-Language Model Selection and Reuse for Downstream Adaptation ICML 2025 VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025 ViSpeak: Visual Instruction Feedback in Streaming Videos ICCV 2025 Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval ICML 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models ICML 2025 Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images ICCV 2025 VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning NAACL 2025 VisualFusion: Enhancing Blog Content with Advanced Infographic Pipeline WACV 2025 Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models ICML 2025 Visual Interestingness Decoded: How GPT-4o Mirrors Human Interests ICCV 2025 Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025