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| Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses | Dec 11, 2024 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning | Dec 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| VladVA: Discriminative Fine-tuning of LVLMs | Dec 5, 2024 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment | Nov 30, 2024 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Knowledge Transfer Across Modalities with Natural Language Supervision | Nov 23, 2024 | Image-text RetrievalNovel Concepts | —Unverified | 0 |
| Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training | Nov 20, 2024 | Contrastive Learningimage-classification | —Unverified | 0 |
| Multilingual Vision-Language Pre-training for the Remote Sensing Domain | Oct 30, 2024 | Cross-Modal Retrievalimage-classification | CodeCode Available | 0 |
| GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning | Oct 20, 2024 | Image RetrievalImage-text Retrieval | CodeCode Available | 0 |
