vision-language alignment

A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation AAAI 2026 brat: Aligned Multi-View Embeddings for Brain MRI Analysis WACV 2026 COPE: Consistent Occlusion and Prompt Enhancement Network for Occluded Person Re-identification CVPR 2026 Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026 HiPro-CT: A Hierarchical Probabilistic Framework for 3D Medical Vision-Language Alignment MIDL 2026 Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment CVPR 2026 IVAAN: Instance-level Vision-Language Alignment via Attribute-Guided Text Prompts Generation for Nuclei Analysis CVPR 2026 LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation WACV 2026 LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026 MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images MIDL 2026 MORE-STEM: Long-Short MemOry REcall and Spatio-TEmporal Consistency Model for Query-Driven 3D/4D Point Cloud Segmentation CVPR 2026 Prototypical Action Reasoning Facilitated by Vision-Language Alignment for Egocentric Action Anticipation CVPR 2026 REVEAL: Multimodal Vision–Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction MIDL 2026 ROSE: Rotate Your Large Language Model to See CVPR 2026 See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding CVPR 2026 SineProject: Machine Unlearning for Stable Vision-Language Alignment CVPR 2026 StructXLIP: Enhancing Vision-language Models with Multimodal Structural Cues CVPR 2026 Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026 TDATR: Improving End-to-End Table Recognition via Table Detail-Aware Learning and Cell-Level Visual Alignment CVPR 2026 TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation AAAI 2026 VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026 A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025