| CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels | Dec 17, 2024 | Domain GeneralizationFew-Shot Learning | —Unverified | 0 |
| A Simple and Efficient Baseline for Zero-Shot Generative Classification | Dec 17, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques | Dec 12, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Dec 11, 2024 | Prompt Learningzero-shot-classification | CodeCode Available | 0 |
| Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning | Dec 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| S^3: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models | Dec 6, 2024 | zero-shot-classificationZero-shot Generalization | —Unverified | 0 |
| Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning | Dec 5, 2024 | Comment GenerationDecoder | CodeCode Available | 0 |
| Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks | Dec 3, 2024 | ClassificationScene Classification | CodeCode Available | 0 |
| Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP | Dec 1, 2024 | Natural Language Understandingzero-shot-classification | CodeCode Available | 0 |
| Active Data Curation Effectively Distills Large-Scale Multimodal Models | Nov 27, 2024 | DecoderImage Captioning | —Unverified | 0 |
