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Expand Up @@ -109,6 +109,7 @@ Designed to help researchers and practitioners explore, compare, and build state
##### b-3: Learnable Query Encoding
| Name | Title | Venue | Date | Code | Demo |
| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---- | :--------- | :----------------------------------------------------------- | :------------------------------------------------------------------- |:----|
| Puffin | [Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation](https://arxiv.org/abs/2510.08673) ![GitHub Repo stars](https://img.shields.io/github/stars/KangLiao929/Puffin?style=social) | arXiv | 2025/10/09 | [Github](https://github.com/KangLiao929/Puffin) | - |
| TBAC-UniImage | [TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning](https://arxiv.org/abs/2508.08098) ![GitHub Repo stars](https://img.shields.io/github/stars/DruryXu/TBAC-UniImage?style=social) | arXiv | 2025/08/11 | [Github](https://github.com/DruryXu/TBAC-UniImage) | - |
| UniLIP | [UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing](https://arxiv.org/abs/2507.23278) | arXiv | 2025/07/31 | - | - |
| Ming-Omni | [Ming-Omni: A Unified Multimodal Model for Perception and Generation](https://arxiv.org/abs/2506.09344) | arXiv | 2025/06/09 | - | - |
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