| Improving Image Restoration through Removing Degradations in Textual Representations | Dec 28, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design | May 29, 2024 | Dataset GenerationImage to text | CodeCode Available | 1 |
| FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training | Nov 18, 2024 | Data AugmentationImage to text | CodeCode Available | 1 |
| Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment | Feb 2, 2023 | AttributeFew-Shot Image Classification | CodeCode Available | 1 |
| ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation | Dec 31, 2021 | Image CaptioningImage Generation | CodeCode Available | 1 |
| Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models | Jun 10, 2025 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Concadia: Towards Image-Based Text Generation with a Purpose | Apr 16, 2021 | Image CaptioningImage to text | CodeCode Available | 1 |
| Can MLLMs Perform Text-to-Image In-Context Learning? | Feb 2, 2024 | Image GenerationImage to text | CodeCode Available | 1 |
| Distilled Dual-Encoder Model for Vision-Language Understanding | Dec 16, 2021 | Image to textmodel | CodeCode Available | 1 |
| DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles | Mar 5, 2025 | Domain AdaptationImage to text | CodeCode Available | 1 |
