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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025
Multilingual Pretraining for Pixel Language Models EMNLP 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions EMNLP 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models CVPR 2025
CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025
Functionality Understanding and Segmentation in 3D Scenes CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Dual Semantic Guidance for Open Vocabulary Semantic Segmentation CVPR 2025
Exploring Spatial Schema Intuitions in Large Language and Vision Models ACL 2024
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering ACL 2024