vision-language alignment

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 ParGo: Bridging Vision-Language with Partial and Global Views AAAI 2025 Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation ICCV 2025 SmartCLIP: Modular Vision-language Alignment with Identification Guarantees CVPR 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025 TS-CLIP: Time Series Understanding by CLIP EMNLP 2025 Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA AAAI 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration CVPR 2024 CLIM: Contrastive Language-Image Mosaic for Region Representation AAAI 2024 CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024 Do Vision and Language Encoders Represent the World Similarly? CVPR 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection CVPR 2024 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024 Learning to Segment Referred Objects from Narrated Egocentric Videos CVPR 2024 LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation ECCV 2024 LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation ICLR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs ACL 2024 Mitigating Object Hallucination via Concentric Causal Attention NeurIPS 2024 Prompt-Driven Referring Image Segmentation with Instance Contrasting CVPR 2024 Slot-VLM: Object-Event Slots for Video-Language Modeling NeurIPS 2024