1 code implementation • CVPR 2023 • Ruipeng Zhang, Qinwei Xu, Jiangchao Yao, Ya zhang, Qi Tian, Yanfeng Wang
Federated Domain Generalization (FedDG) attempts to learn a global model in a privacy-preserving manner that generalizes well to new clients possibly with domain shift.
no code implementations • 13 May 2022 • Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya zhang
To extend the reconstruction-based anomaly detection architecture to the localized anomalies, we propose a self-supervised learning approach through random masking and then restoring, named Self-Supervised Masking (SSM) for unsupervised anomaly detection and localization.
1 code implementation • CVPR 2021 • Qinwei Xu, Ruipeng Zhang, Ya zhang, Yanfeng Wang, Qi Tian
Modern deep neural networks suffer from performance degradation when evaluated on testing data under different distributions from training data.