Vision-Language Models

Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025 Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025 Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025 Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025 Evaluating Model Perception of Color Illusions in Photorealistic Scenes CVPR 2025 Evaluating Vision-Language Models as Evaluators in Path Planning CVPR 2025 EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025 EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025 Explanation Bottleneck Models AAAI 2025 Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025 Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ACL 2025 Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025 Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 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 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025 Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens EMNLP 2025 Functionality Understanding and Segmentation in 3D Scenes CVPR 2025 Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding CVPR 2025 Generating Fine Details of Entity Interactions EMNLP 2025 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025