| Attacking Attention of Foundation Models Disrupts Downstream Tasks | Jun 3, 2025 | Depth EstimationImage-text Retrieval | CodeCode Available | 0 |
| Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation | May 25, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models | May 24, 2025 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval | May 22, 2025 | cross-modal alignmentImage-text Retrieval | —Unverified | 0 |
| Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models | May 20, 2025 | Image-text RetrievalText Retrieval | —Unverified | 0 |
| A Vision-Language Foundation Model for Leaf Disease Identification | May 11, 2025 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection | Apr 28, 2025 | Adversarial AttackAnomaly Detection | —Unverified | 0 |
| Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs | Apr 24, 2025 | Image-text RetrievalInstruction Following | —Unverified | 0 |
| FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations | Apr 11, 2025 | image-classificationImage Classification | —Unverified | 0 |
| SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI | Mar 25, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
