multimodal large language model

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation ICLR 2025 MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025 MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs ICLR 2025 MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning WACV 2025 MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection ICLR 2025 MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration ACL 2025 MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? ICLR 2025 MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025 MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI ICCV 2025 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025 MM-RLHF: The Next Step Forward in Multimodal LLM Alignment ICML 2025 MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs ICCV 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025 Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025 MoMentS: A Comprehensive Multimodal Benchmark for Theory of Mind EMNLP 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025 MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025 MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025