Tomislav Dobricki

Source-Agnostic Image Translation Based on Latent Aware Adaptive Masking

This work proposes a source-agnostic framework that dynamically refines a binary mask throughout the reverse diffusion process by computing the discrepancies of a pretrained diffusion model's prediction for each latent time step through a time-dependent statistical thresholding scheme.