1 code implementation • 16 Jun 2023 • Shuangtong Li, Tianyi Zhou, Xinmei Tian, DaCheng Tao
We propose "Structured Cooperative Learning (SCooL)", in which a cooperation graph across devices is generated by a graphical model prior to automatically coordinate mutual learning between devices.
no code implementations • CVPR 2022 • Shuangtong Li, Tianyi Zhou, Xinmei Tian, DaCheng Tao
Decentralized learning (DL) can exploit the images distributed over devices on a network topology to train a global model but is not designed to train personalized models for different tasks or optimize the topology.