multimodal large language model

FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs EMNLP 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025 FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 FLAME: Learning to Navigate with Multimodal LLM in Urban Environments AAAI 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ACL 2025 FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers ICCV 2025 From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models ICML 2025 From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025 From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025 From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection ICCV 2025 From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025 From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment ICCV 2025