Sein Park
Sein Park
[Master Student]
seinpark@postech.ac.kr
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CAREER PROFILE
CAREER PROFILE
Sein Park is currently a Master student in the Graduate School of Artificial Intelligence, Pohang University of Science and Technology (POSTECH), Korea. He is working with Prof. Eunhyeok Park in Computing Systems Lab. He is currently working as a research intern at Naver Clova Efficient AI Team.
his current research interests include Deep learning optimization and Computer system.
Research Interests
ML : Deep Learning, Computer Vision, Natural Language Processing
Efficient AI : Quantization, Knowledge Distillation, Neural Architecture Search
Computer System : Neural Network Accelerator, Neural Processing Unit
Research Experience
Graduate Student Researcher
Accelerated Computing Platform Lab in POSTECH, Supervisor : Eunhyeok Park
Feb 2021 - Feb 2023
Undergraduate Research Student
Machine Intelligence Lab in Kyungpook National University
Mar 2020 - July 2020
Publication
"Symmetry Regularization and Saturating Nonlinearity for Robust quantization", ECCV'22
"NIPQ: Noise Injection Pseudo Quantization for Automated DNN Optimization", Arxiv 2022
"NIPQ: Noise proxy-based Integrated Pseudo-Quantization", CVPR'23
Education
M.S course in Graduate School of Aritificial Intelligence
POSTECH, Pohang, Republic of Korea
2021 - 2023
B.S course in School of Electronics Engineering, Minor in School of Computer Science and Engineering
Kyungpook National University, Daegu, Republic of Korea
2015 - 2021
Industry Experience
Developer
SAPEON Korea Inc., Sungnam, Republic of Korea
Mar 2023 - Present
Research Intern
Naver Clova Efficient AI / Naver Cloud Clova Efficient AI, Sungnam, Republic of Korea
Sep 2021 - Feb 2023
Extra Experience
Teaching Assistant in Embedded System Programming(CSED425-01)
POSTECH, Pohang, Republic of Korea
Fall 2021
Skills
Python, C/C++, Java
CUDA, HLS
Pytorch, Tensorflow
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