6:33 UltraDiffEdit: Tuning-Free High-Resolution Editing
Progressive image editing up to 8K resolution, with local changes that preserve the surrounding image.
High-resolution visual content editing
// videos
Videos & Research Demos
Generative vision, multimodal editing, and image reconstruction.
Research Demos
All publications 6:33 
9:56 FACEMUG: Multimodal Local Facial Editing
Local facial edits guided by text, sketches, semantic maps, colors, and exemplar images.
Multimodal controls for portrait editing
4:59 GRIG: Data-Efficient Image Inpainting
Iterative residual reasoning fills missing image regions when only a small training set is available.
Image completion with limited training data
5:01 Do Inpainting Yourself: Exemplar-Guided Facial Inpainting
Reference images guide facial attributes in missing regions while retaining the visible parts of the input.
Reference-guided portrait reconstruction