Distribution-Aware Replay for Continual MRI Segmentation
A distribution-aware replay strategy for medical image segmentation mitigates forgetting through feature auto-encoding while detecting model failure from out-of-distribution instances, addressing privacy concerns and unexpected distribution shifts.
Jun 30, 2024
