Hi, I'm Soochan.

I'm a Ph.D. student in the Dept. of Computer Science and Engineering, Seoul National University.

Find Out More

About Me


I'm a Ph.D. student in the Department of Computer Science and Engineering at Seoul National University. As a member of Vision & Learning Lab, I study machine learning under the supervision of Prof. Gunhee Kim.

My current research focuses on combining Bayesian nonparametrics and generative modeling with deep learning to solve human-like learning scenarios, such as continual learning.

Education


 

Mar. 2013 – Aug. 2017

Seoul National University
Computer Science and Engineering
Bachelor of Science

 

Sep. 2017 – Aug. 2019

Seoul National University
Computer Science and Engineering
Vision and Learning Lab
Master of Science

 

Sep. 2019 –

Seoul National University
Computer Science and Engineering
Vision and Learning Lab
PhD Student

Publications


A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning

Soochan Lee, Junsoo Ha, Dongsu Zhang, and Gunhee Kim

Harmonizing Maximum Likelihoods with GANs for Multimodal Conditional Generation

Soochan Lee, Junsoo Ha, and Gunhee Kim

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors

Junhyug Noh, Soochan Lee, Beomsu Kim, and Gunhee Kim

Honors & Awards




NAVER Ph.D. Fellowship
2019


25th Humantech Paper Award
Silver Award
Sponsored by Samsung Electronics.
2019


Contact


Have a question or feedback about my work? That's great!
Send me an email and I will get back to you as soon as possible.

soochan.lee@vision.snu.ac.kr

soochan-lee