
Hao-Chun Yang
Skills
Timeline
Professional experience for Hao-Chun Yang
- Current 2 years and 5 months, since Mar 2023
Postdoctoral Researcher, Machine Learning
University of Tübingen
• Conducted research on Unsupervised 3D Representation Learning for robust Anomaly Detection in Medical Imaging. • Improved psychosis detection by 6.7% AUROC through Self-Supervised Masked Mesh Vision Transformer. • Investigated Vision and Language Foundation Model fine-tuning for a large-scale disease detection system.
- 1 year, Jan 2021 - Dec 2021
Machine Learning Scientist
Inventec AI Center
• Led the development of End-to-End Heart Disease Anomaly Detection system with Time-Series Multi-Lead ECG. • Proposed Mixed-Domain Self-Attention Resnet (MDARsn) to handle missing data and outlier ECG for robust Multi-Label Detection. • Received the Best Challenge Poster award in the PhysioNet/CinC Challenge 2021 and secured a US patent (US20230153575A1).
- 2 years, Jan 2020 - Dec 2021
Senior Machine Learning Scientist
C-Media Electronics, Inc.
• (CMedia is one of the top three audio chip suppliers in the world) • Led a team of 5 developing a Real-Time Fully-Convolutional Speech De-reverberation engine, achieving an SRMR score of 4.774. • Oversaw the entire R&D pipeline: Data Collection/Synthesis, Model/Metric Design, Error Analysis, and Model Compression.
Educational background for Hao-Chun Yang
- 5 years and 8 months, Sep 2016 - Apr 2022
Electrical Engineering
National Tsing Hua University
- 3 years and 11 months, Sep 2012 - Jul 2016
Electrical Engineering
National Tsing Hua University
Languages
English
Fluent
Chinese
First language
XING – The jobs network
Over 1 million jobs
Find just the right job for you on XING.
Job offers just for you
Get found by employers and over 20,000 recruiters.
22 million members
Connect with new people and gather inspiration to boost your working life.
Free membership
Basic membership is free, but the opportunities are priceless.