Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It
arXiv:2604.02564v1 Announce Type: cross
Abstract: We present DropGen, a simple and theoretically-grounded approach for domain generalization in 3D biomedical image segmentation. Modern segmentation models degrade sharply under shifts in modality, dise…