Understand/refresh the key backgrounds of RNN and learn how to apply RNN to healthcare data with PyTorch.
I am a PhD student at SunLab led by Prof. Jimeng Sun. My research interests include deep learning applications as well as security and privacy in machine learning, especially those in the healthcare domain.
During my Master’s degree program, I was working on artificial intelligence and computer vision problems in the field of robotics, particularly related to autonomous driving cars.
Download Sungtae’s CVPhD in Computer Science
Georgia Tech
MSc in Electrical Engineering, 2012
KAIST
BSc in Electrical and Computer Engineering, 2010
Hanyang University
Understand/refresh the key backgrounds of RNN and learn how to apply RNN to healthcare data with PyTorch.
Understand/refresh the key backgrounds of CNN and learn how to apply CNN to healthcare data with PyTorch.
Understand/refresh the key backgrounds of general neural networks and learn how to implement feed-forward neural networks by using PyTorch.
Deep Learning for Healthcare, a new lab series for CSE6250.
Crafting adversarial examples and developing robust models toward them, especially for healthcare data.
Machine learning with big data analysis on epilepsy patients data.
Autonomous Driving Research Intern.
Information fusion between a RGB-D camera and an Inertial Measurement Unit.
Robotics in national defense.
Detection and tracking of pedestrians in video frames.
I have served as a teaching assistant for the following courses at Georgia Tech:
Also, I had served as a teaching assistant for the following courses at KAIST: