Vision-Language Models

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation CVPR 2025 MANBench: Is Your Multimodal Model Smarter than Human? ACL 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025 METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025 MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025 Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key CVPR 2025 Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025 Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention CVPR 2025 Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025 MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025 MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025