| MedCLIP: Contrastive Learning from Unpaired Medical Images and Text | Oct 18, 2022 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| Cross-lingual and Multilingual CLIP | Jun 1, 2022 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| Vision-Language Pre-Training with Triple Contrastive Learning | Feb 21, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 2 |
| WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning | Mar 2, 2021 | BIG-bench Machine LearningImage Retrieval | CodeCode Available | 2 |
| Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision | Feb 11, 2021 | Cross-Modal RetrievalFine-Grained Image Classification | CodeCode Available | 2 |
| Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models | Mar 25, 2025 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning | Feb 27, 2025 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 |
| I0T: Embedding Standardization Method Towards Zero Modality Gap | Dec 18, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Nearest Neighbor Normalization Improves Multimodal Retrieval | Oct 31, 2024 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 1 |
