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Vision-Language Models

718 papers

Papers per year

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Papers

WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering ACL 2026
G-Cap: A Game Character Caption Generator ACL 2026
CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ACL 2026
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck ACL 2026
DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding ACL 2026
Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ACL 2026
FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ACL 2026
SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026
CPR-RAG: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3D CT Report Generation ACL 2026
Multimodal Large Language Models for Multi-Subject In-Context Image Generation ACL 2026
Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models ACL 2026
The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026
Glyph: Scaling Context Windows via Visual-Text Compression ACL 2026
JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression ACL 2026
Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ACL 2026
MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ACL 2026
How Do Inpainting Artifacts Propagate to Language? ACL 2026
The olmOCR Project: Building Fully Open OCR using VLMs ACL 2026
Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding ACL 2026
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026
Detecting AI-Generated Content on Social Media with Multi-modal Language Models ACL 2026
Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ACL 2026
Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation ACL 2026
DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations MIDL 2026
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026