Byung-woo Hong

Source-Agnostic Image Translation Based on Latent Aware Adaptive Masking

In this work, we propose 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. Rather than relying on a fixed threshold, our method introduces a time-dependent sta...