PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

Trong-Thang Pham, Loc Nguyen, Anh Nguyen +2

Generative diffusion models are increasingly used for medical imaging data augmentation, but text prompting cannot produce causal training data. Re-prompting rerolls the entire gen…