XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Alvin Kimbowa, Moein Heidari, David Liu +1

While U-Net architectures remain the gold standard for medical image segmentation, their deployment in resource-constrained environments demands aggressive model compression. Howev…