| GIT: A Generative Image-to-text Transformer for Vision and Language | May 27, 2022 | DecoderImage Captioning | CodeCode Available | 2 |
| Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models | Jun 10, 2025 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs | Apr 11, 2025 | BenchmarkingImage Generation | CodeCode Available | 1 |
| LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text | Mar 25, 2025 | Cross-Modal RetrievalHallucination | CodeCode Available | 1 |
| DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles | Mar 5, 2025 | Domain AdaptationImage to text | CodeCode Available | 1 |
| UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding | Feb 8, 2025 | DenoisingImage Generation | CodeCode Available | 1 |
| Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? | Jan 5, 2025 | Image CaptioningImage 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 |
| See or Guess: Counterfactually Regularized Image Captioning | Aug 29, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation | Aug 21, 2024 | Image GenerationImage Retrieval | CodeCode Available | 1 |
