Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios

Dhruv Jain, Romain Modzelewski, Romain Herault +3

In data-scarce scenarios, deep learning models often overfit to noise and irrelevant patterns, which limits their ability to generalize to unseen samples. To address these challeng…