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07/04/2023
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling
Recent works have proposed to craft adversarial clothes for evading pers...
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02/13/2023
PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees
Personalized Federated Learning (pFL) has emerged as a promising solutio...
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07/24/2022
Distributed Robust Principal Component Analysis
We study the robust principal component analysis (RPCA) problem in a dis...
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07/21/2022
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data
Federated learning (FL) provides an effective paradigm to train machine ...
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01/30/2022