no code implementations • 2 Apr 2023 • Lu Huo, Jiahao Xia, Leijie Zhang, Haimin Zhang, Min Xu
More specifically, they overlook the contextual information across modalities of HSI and LiDAR and the intra-modality characteristics of LiDAR.
1 code implementation • 26 Oct 2022 • Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin
ERL is inspired by the theory of biological evolution; it encourages rule variations while activating superior rules and deactivating inferior rules for local clients with non-IID data.
1 code implementation • 18 Sep 2022 • Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin
The network is trained with a two-stage optimization algorithm, and the parameters at low levels of the hierarchy are learned with a scheme based on the well-known alternating direction method of multipliers, which does not reveal local data to other agents.
1 code implementation • 18 Sep 2022 • Ye Shi, Leijie Zhang, Zehong Cao, M. Tanveer, Chin-Teng Lin
In this work, we proposed a distributed Fuzzy C-means (DFCM) method and a distributed interpolation consistency regularization (DICR) built on the well-known alternating direction method of multipliers to respectively locate parameters in antecedent and consequent components of DSFR.