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Jinho Shin

2 accepted papers

2023

Liveness Score-Based Regression Neural Networks for Face Anti-Spoofing

ICASSP 2023accepted

Previous anti-spoofing methods have used either pseudo maps or user-defined labels, and the performance of each approach depends on the accuracy of the third party networks generating pseudo maps and the way in which the users define the labels. In this paper, we propose a liveness score-based regre…

Cited by 0SourceScholar
2023

ProtoFL: Unsupervised Federated Learning via Prototypical Distillation

ICCV 2023poster

Federated learning (FL) is a promising approach for enhancing data privacy preservation, particularly for authentication systems. However, limited round communications, scarce representation, and scalability pose significant challenges to its deployment, hindering its full potential. In this paper,…

Cited by 13PDFScholar