We show that diffusion policy can be made faster and more accurate without retraining and analyse why, we introduce a genetic algorithm to reduce to two denoising steps..

We introduce two novel stratification methods, IPS and WDES, to improve dataset splitting in image segmentation, enhancing model evaluation and cross-validation stability.