Search Results for author: Shuangtong Li

Found 2 papers, 1 papers with code

Structured Cooperative Learning with Graphical Model Priors

1 code implementation16 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.

Stochastic Block Model Variational Inference

Learning To Collaborate in Decentralized Learning of Personalized Models

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.

Federated Learning Image Classification

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