Vision-Language Models

Discriminative Perception via Anchored Description for Reasoning Segmentation CVPR 2026 DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations MIDL 2026 DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding ACL 2026 Does Grounding Improve Radiology Report Generation? An Empirical Study on PadChest-GR MIDL 2026 Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ACL 2026 Draft and Refine with Visual Experts CVPR 2026 DreamOmni2: Multimodal Instruction-based Generation and Editing CVPR 2026 DriveMoE: Mixture-of-Experts for Vision-Language-Action Model in End-to-End Autonomous Driving CVPR 2026 DuetSVG: Unified Multimodal SVG Generation with Internal Visual Guidance CVPR 2026 Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching CVPR 2026 EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling CVPR 2026 EXOTIC: External Vision-driven Incomplete Multi-view Classification CVPR 2026 F$^2$-Assist: Multi-Phase Fetal Growth Forecast and Report Generation from Ultrasound Examination CVPR 2026 FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ACL 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 FAVE: A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in Multimodal LLMs CVPR 2026 Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients CVPR 2026 FLARE: A Failure-Aware Framework for Autonomous Correction and Recovery in Visual-Language Robotic Manipulation CVPR 2026 FlowComposer: Composable Flows for Compositional Zero-Shot Learning CVPR 2026 Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models ACL 2026 Foundation Encoders Are All You Need for Preference-Aware Personalization CVPR 2026 Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis CVPR 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 G-Cap: A Game Character Caption Generator ACL 2026 Glyph: Scaling Context Windows via Visual-Text Compression ACL 2026