vision-language model

Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 Web Artifact Attacks Disrupt Vision Language Models ICCV 2025 Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation ICLR 2025 What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation NAACL 2025 What Makes a Maze Look Like a Maze? ICLR 2025 What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse EMNLP 2025 What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning ICCV 2025 When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack ICCV 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025 WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada IJCNLP 2025 Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025 WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025 WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025 World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025 X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting ICCV 2025 Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding CVPR 2025 Zero-shot 3D Question Answering via Voxel-based Dynamic Token Compression CVPR 2025 Zero-Shot Composed Image Retrieval via Dual-Stream Instruction-Aware Distillation ICCV 2025 Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs EMNLP 2025 Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models EMNLP 2025 Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025