Search Results for author: Yifan Niu

Found 2 papers, 1 papers with code

Federated Learning for Face Recognition with Gradient Correction

1 code implementation14 Dec 2021 Yifan Niu, Weihong Deng

With increasing appealing to privacy issues in face recognition, federated learning has emerged as one of the most prevalent approaches to study the unconstrained face recognition problem with private decentralized data.

Face Recognition Federated Learning +1

Handling Missing Data via Max-Entropy Regularized Graph Autoencoder

no code implementations30 Nov 2022 Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Tingyang Xu, Peilin Zhao, Lanqing Li, Fugee Tsung, Jia Li

In this work, we present a regularized graph autoencoder for graph attribute imputation, named MEGAE, which aims at mitigating spectral concentration problem by maximizing the graph spectral entropy.

Attribute Imputation

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