VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

📰 News

• [2025-4-21] 👋👋👋 We have implemented a version of diffusers that makes it easier to use the model through pipelines of the diffusers. For usage guidance, please refer to the Model Card.

🌠 Key Features

An in-context learning based universal image generation framework.

1. Support various in-domain tasks.
2. Generalize to unseen tasks through in-context learning.
3. Unify multiple tasks into one step and generate both target image and intermediate results.
4. Support reverse-engineering a set of conditions from a target image.

🔥 Examples are shown in the project page.