vision-language alignment

69 papers

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Also known as

VLA VL

Co-occurring keywords

multimodal learning (4622) vision-language model (2235) contrastive learning (3979) zero-shot learning (3637) representation learning (6174) multimodal large language model (865) multi-modal learning (1276) image-text alignment (109) large language model (12755) image captioning (728)

Papers

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation AAAI 2026

LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation WACV 2026

Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026

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

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026

EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026

Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking ICCV 2025

Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025

Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation ICCV 2025

LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025

Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025

KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation COLING 2025

TS-CLIP: Time Series Understanding by CLIP EMNLP 2025

DDPA-3DVG: Vision-Language Dual-Decoupling and Progressive Alignment for 3D Visual Grounding IJCAI 2025

Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025

Assessing and Learning Alignment of Unimodal Vision and Language Models CVPR 2025

GOAL: Global-local Object Alignment Learning CVPR 2025

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025