Ha Min Son

According to our database, Ha Min Son authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

FedUV: Uniformity and Variance for Heterogeneous Federated Learning.

Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung, Chao Huang, Xin Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

FedCC: Robust Federated Learning against Model Poisoning Attacks.

Hyejun Jeong, Ha Min Son, Seo Hu Lee, Jayun Hyun, Tai-Myoung Chung

CoRR, 2022

2021

Synthetic Data Generation System for AI-Based Diabetic Foot Diagnosis.

Jayun Hyun, Yongho Lee, Ha Min Son, Seo Hu Lee, Vinh Pham, Ji-Ung Park, Tai-Myoung Chung

SN Comput. Sci., 2021

A novel approach to diagnose ADHD using virtual reality.

Ha Min Son, Dong Gyu Lee, Yoo-Sook Joung, Ji Woo Lee, Eun Ju Seok, Tai-Myoung Chung, Soohwan Oh

Int. J. Web Inf. Syst., 2021

Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data.

Ha Min Son, Moon Hyun Kim, Tai-Myoung Chung

CoRR, 2021

Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application.

Joo Hun Yoo, Ha Min Son, Hyejun Jeong, Eun-Hye Jang, Ah-Young Kim, Han-Young Yu, Hong Jin Jeon, Tai-Myoung Chung

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

A Novel Approach to Detect and Monitor COVID-19 Infection Using Transfer Learning Concept in AI.

Vinh Pham, Ha Min Son, Thuy Huynh, Tai-Myoung Chung

Proceedings of the Advances in Human Factors and Ergonomics in Healthcare and Medical Devices, 2021

2020

A Synthetic Data Generation Model for Diabetic Foot Treatment.

Jayun Hyun, Seo Hu Lee, Ha Min Son, Ji-Ung Park, Tai-Myoung Chung

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020