no code implementations • 16 Apr 2023 • Hong-You Chen, Jike Zhong, Mingda Zhang, Xuhui Jia, Hang Qi, Boqing Gong, Wei-Lun Chao, Li Zhang
FedBasis learns a set of few shareable ``basis'' models, which can be linearly combined to form personalized models for clients.
no code implementations • 12 Mar 2023 • Jike Zhong, Hong-You Chen, Wei-Lun Chao
We reinvestigate factors that are believed to cause this problem, including the mismatch of BN statistics across clients and the deviation of gradients during local training.
no code implementations • 22 Feb 2022 • Cheng Zhang, Tai-Yu Pan, Tianle Chen, Jike Zhong, WenJin Fu, Wei-Lun Chao
One fundamental challenge in building an instance segmentation model for a large number of classes in complex scenes is the lack of training examples, especially for rare objects.