vision-language pre-training

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining ICCV 2025 Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025 SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining AAAI 2025 TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image WACV 2025 Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction AAAI 2025 Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024 Classification Done Right for Vision-Language Pre-Training NeurIPS 2024 Curriculum Masking in Vision-Language Pretraining to Maximize Cross Modal Interaction NAACL 2024 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024 Efficient Vision-Language Pre-training by Cluster Masking CVPR 2024 Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024 Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024 Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024 FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024 How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024 Language-aware Visual Semantic Distillation for Video Question Answering CVPR 2024 MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024 Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024