Vision-Language Models

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025 HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025 Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning MIDL 2025 How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads EMNLP 2025 Hyperbolic Safety-Aware Vision-Language Models CVPR 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025 Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models ACL 2025 IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025 iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025 Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025 Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025 KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025 Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025 Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability EMNLP 2025 Learning Visual-Semantic Subspace Representations AISTATS 2025 Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025 Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025