vision-language alignment

Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025 Anchor-Aware Similarity Cohesion in Target Frames Enables Predicting Temporal Moment Boundaries in 2D CVPR 2025 Assessing and Learning Alignment of Unimodal Vision and Language Models CVPR 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025 Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions EMNLP 2025 CompCap: Improving Multimodal Large Language Models with Composite Captions ICCV 2025 Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025 Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models ICLR 2025 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025 DDPA-3DVG: Vision-Language Dual-Decoupling and Progressive Alignment for 3D Visual Grounding IJCAI 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment CVPR 2025 DS-VLM: Diffusion Supervision Vision Language Model ICML 2025 Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance ICCV 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation ICCV 2025 Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025 Gaze-Language Alignment for Zero-Shot Prediction of Visual Search Targets from Human Gaze Scanpaths ICCV 2025 GOAL: Global-local Object Alignment Learning CVPR 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data CVPR 2025 KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation COLING 2025 LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025 Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking ICCV 2025