| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| Global and Local Semantic Completion Learning for Vision-Language Pre-training | Jun 12, 2023 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding | Jun 15, 2023 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Align before Fuse: Vision and Language Representation Learning with Momentum Distillation | Jul 16, 2021 | Cross-Modal RetrievalGrounded language learning | CodeCode Available | 1 | 5 |
| CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback | Jun 19, 2021 | Image RetrievalImage-text Retrieval | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive Training | Jun 15, 2023 | Image-text RetrievalRepresentation Learning | CodeCode Available | 1 | 5 |
| CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers | May 27, 2023 | Image CaptioningImage Retrieval | CodeCode Available | 1 | 5 |
| GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition | Jan 1, 2021 | Image-text RetrievalMedical Image Analysis | CodeCode Available | 1 | 5 |
