Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging

Liangqiong Qu, Niranjan Balachandar, Miao Zhang +1

Collaborative learning, which enables collaborative and decentralized training of deep neural networks at multiple institutions in a privacy-preserving manner, is rapidly emerging…