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Chih-Ting Liu

2 accepted papers

2022

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

AAAI 2022technical

Current state-of-the-art deep learning based face recognition (FR) models require a large number of face identities for central training. However, due to the growing privacy awareness, it is prohibited to access the face images on user devices to continually improve face recognition models. Federate…

2020

Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network

ECCV 2020poster

Vehicle re-identification (re-ID) focuses on matching images of the same vehicle across different cameras. It is fundamentally challenging because differences between vehicles are sometimes subtle. While several studies incorporate spatial-attention mechanisms to help vehicle re-ID, they often requi…