← all repositories

snap-research/stable-flow

Research implementation of a training-free image editing method using diffusion transformers and flow matching for controlled image modifications.

406 stars Python Image · Video · Audio
stable-flow
Velocity · 7d
+0.8
★ / day
Trend
steady
star history

This repository provides the official implementation of a CVPR 2025 paper on image editing using diffusion transformers. The method identifies vital layers within DiT architectures for selective attention feature injection, enabling consistent edits ranging from non-rigid modifications to object addition. It introduces an improved image inversion method for flow models to enable real-image editing, and includes qualitative and quantitative evaluation with a user study.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.