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Vision-Language Models

159 papers

Papers per year

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146

Papers

REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation ACL 2026
LaMI: Augmenting Large Language Models via Late Multi-Image Fusion ACL 2026
When More Words Say Less: Decoupling Length and Specificity in Image Description Evaluation ACL 2026
DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ACL 2026
Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs ACL 2026
Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment ACL 2026
Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026
Spectra: A Mechanistic Interpretability Library for Vision-Language Models ACL 2026
Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ACL 2026
UNIVID: Unified Vision-Language Model for Video Moderation ACL 2026
Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in E-commerce ACL 2026
ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution ACL 2026
From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines ACL 2026
Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning. ACL 2026
A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows ACL 2026
CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM MIDL 2026
NeuroLangSeg: Language-Guided Subcortical Segmentation with Pseudo-Supervision and Anatomical–Linguistic Validation MIDL 2026
REVEAL: Multimodal Vision–Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction MIDL 2026
RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning MIDL 2026
Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA MIDL 2026
HiPro-CT: A Hierarchical Probabilistic Framework for 3D Medical Vision-Language Alignment MIDL 2026
Functionality Understanding and Segmentation in 3D Scenes CVPR 2025
Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025
A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models MIDL 2025
Learning to Learn Better Visual Prompts AAAI 2024