Computer Vision

Federated Learning with Non-IID Data
Federated learning enables resource-constrained edge compute devices, such as mobile phones and IoT devices, to learn a shared model …
Yue Zhao, Meng Li, Liangzhen Lai, Naveen Suda, Damon Civin, Vikas Chandra
PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training
Massive data exist among user local platforms that usually cannot support deep neural network (DNN) training due to computation and …
Meng Li, Liangzhen Lai, Naveen Suda, Vikas Chandra, David Z. Pan