Tzu-Ting Chuang

Continual Cell Instance Segmentation of Microscopy Images

A continual cell instance segmenter aims to continually learn to segment new objects while preserving the ability to localize and distinguish old objects without access to previous data. Besides catastrophic forgetting, background shift, where the background class could contain objects in the old an…