About me

I am a Ph.D. student in Computer Science at National Taiwan University, having entered directly from an M.S. program, and I am now visiting Computational Imaging and Vision Laboratory at National Institute of Informatics in Tokyo. Previously, I held a role as a Senior Machine Learning Engineer at aetherAI. Prior to that, I earned my M.S. degree in Bioinformatics from National Taiwan University and obtained my Pharm.D. degree in Pharmacy from National Cheng Kung University in 2019.

My research interests focus on 2D/3D computer vision and its application in healthcare. I aim to enhance the efficiency and scalability of various computer vision algorithms and explore multimodal and semi-supervised learning approaches in the digital health domain.

Keywords: Computer Vision, Low-level Vision, Generative Model, Parallel Computing, Distributed Computing

News

[Oct. 2024] I was honored as a Distinguished Reviewer (Silver Level) by IEEE TMI.

[Jul. 2024] One first-author paper was accepted by ECCV 2024.

Publications

* equal contribution; # corresponding author

Conference Papers

	Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization Ming-Yang Ho, Che-Ming Wu, Min-Sheng Wu, and Yufeng Jane Tseng European Conference on Computer Vision (ECCV), 2024 Paper / Project page / Code
	Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization Ming-Yang Ho#, Min-Sheng Wu, and Che-Ming Wu European Conference on Computer Vision (ECCV), 2022 Paper / Project page / Code

Journal Papers

	FastEval Parkinsonism: An instant deep learning–assisted video-based online system to automatically evaluate parkinsonian motor symptom using finger tapping Yu-Yuan Yang, Ming-Yang Ho, Chung-Hwei Tai, Ruey-Meei Wu, Ming-Che Kuo, and Yufeng Jane Tseng npj Digital Medicine, 2024, 7(1), 1-13 Paper / Code / Deployment
	Pathological Gait Analysis with an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning - PathoOpenGait Ming-Yang Ho, Ming-Che Kuo, Ciao-Sin Chen, Ruey-Meei Wu, Ching-Chi Chuang, Chi-Sheng Shih, and Yufeng Jane Tseng IEEE journal of biomedical and health informatics, 2024, 28(2), 1066–1077 Paper / Code (model) / Code (system) / Deployment
	Taiwan Controlled Substances Database Yung-Wen Huang, Olivia A. Lin, Bo-Han Su, Ping-Han Hsieh, Ming-Yang Ho, Tien-Chueh Kuo, Yufeng Jane Tseng. Journal of the Formosan Medical Association, 2022, 121.12: 2649-2652 Paper
	PanGPCR: predictions for multiple targets, repurposing and side effects Lu-Chi Liu*, Ming-Yang Ho*, Bo-Han Su, San-Yuan Wang, Ming-Tsung Hsu, Yufeng Jane Tseng Bioinformatics, 2021, 37.8: 1184-1186 Paper / Deployment

Domestic Conference Papers

Potential Security and Privacy Issues in Novel Taiwanese National Electronic Identification system Ming-Yang Ho#, Jing-Jie Wang, You-Shin Tsai, Tang-Wei Wang TANET, 2020

Professional service

• Conference Reviewer
  • IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR): 2023, 2024
  • International Conference on Learning Representations (ICLR): 2025
• Journal Reviewer
  • IEEE Transactions on Medical Imaging (impact factor: 10.6)
  • IEEE Journal of Biomedical and Health Informatics (impact factor: 7.7)
  • SN Computer Science