Search Results for author: Chih-Fan Hsu

Found 3 papers, 1 papers with code

A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective

no code implementations20 Feb 2024 Jeng-Lin Li, Chih-Fan Hsu, Ming-Ching Chang, Wei-Chao Chen

In this review, we regroup domain shift and concept drift into a single research problem, namely the data change problem, with a systematic overview of state-of-the-art methods in the two research fields.

FedDig: Robust Federated Learning Using Data Digest to Represent Absent Clients

no code implementations3 Oct 2022 Chih-Fan Hsu, Ming-Ching Chang, Wei-Chao Chen

We address this issue by generating secure data digests from the raw data and using them to guide model training at the FL moderator.

Federated Learning

A Detailed Look At CNN-based Approaches In Facial Landmark Detection

1 code implementation8 May 2020 Chih-Fan Hsu, Chia-Ching Lin, Ting-Yang Hung, Chin-Laung Lei, Kuan-Ta Chen

To the best of our knowledge, using the PWC model to detect facial landmarks have not been comprehensively studied.

Facial Landmark Detection

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