Profile Picture
Maxwell Tsai
Senior Machine Learning Engineer
Ph.D Student at National Taiwan University

I'm a Senior Machine Learning Engineer at HTC DeepQ. My work involves Natural Language Processing (NLP) and Computer Vision (CV) using Deep Learning. Prior to joining HTC, I was a machine learning researcher at the Computational Imaging Lab in the Sheba Medical Center, Israel (top-9 hospital worldwide).

I am also pursuing a Ph.D. in Computer Science at Nation Taiwan University. I obtained my M.Sc. at Tel Aviv University under the supervision of Prof. Nahum Kiryati and Dr. Arnaldo Mayer.

I am experienced with developing large language models (LLM's), and I'm familiar with outlier detection techniques for CV and NLP applications. I have also worked with knowledge-distillation for semi-supervised learning as well as flow-based image generation models.

Achievements
2nd Place at The 1st HTC Artifical Intelligence Hackathon, 2023 (competed with 60+ BU's within HTC Corporation)
Spotlight Presentation at MICCAI 2022, MIDL 2020
[2018-2020] M.Sc. in EEE from Tel Aviv University, GPA 90/100, Accelerated Track
[2015-2019] B.Sc. in EEE from Tel Aviv University, GPA 92/100, Magna Cum Laude
Invited Talks
AI for the Common Masses, 2023 [Youtube Link]
Guest speaker at Viz.ai - Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet), 2020
Publications

RANSAC-NN
Unsupervised Image Outlier Detection using RANSAC
Chen-Han Tsai, Yu-Shao Peng
Preprint
Arxiv / Code
Dual Head Network
Multi-task Lung Nodule Detection in Chest Radiographs with a Dual Head Network
Chen-Han Tsai, Yu-Shao Peng
MICCAI 2022
Springer / Arxiv
Tel Aviv University Logo
Automated Knee Injury Detection and Localization using 3D MRI Images
Chen-Han Tsai
Masters Thesis, Tel Aviv University 2020
View Publication
LAMBR
Labeling of Multilingual Breast MRI Reports
Chen-Han Tsai, Nahum Kiryati, Eli Konen, Miri Sklair-Levy, Arnaldo Mayer
MICCAI LABELS Workshop 2020
Springer / Arxiv
ELNet
Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet)
Chen-Han Tsai, Nahum Kiryati, Eli Konen, Iris Eshed, Arnaldo Mayer
MIDL 2020
PMLR / Arxiv / Code / Video
DeepDictionary
Implementation and Improvements to Deep Dictionary Model
Chen-Han Tsai, Bojun Ouyang
Report
GitHub