Domen Preloznik

Adaptive multi-stage domain unlearning for white-matter lesion segmentation

An adaptive multi-stage domain unlearning (ADMU) technique to improve robustness to unseen scanner domains by employing deep supervision at deep encoder stages by applying domain classifier unlearning, sequentially across these stages to reduce domain-discriminative latent features.