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Seonghak KIM
Researcher, Agency for Defense Development
Joined
October 2022
Names
Seonghak KIM
(Preferred)
,
Seonghak Kim
Emails
****@kaist.ac.kr
(Confirmed)
,
****@add.re.kr
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@korea.kr
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
Researcher
Agency for Defense Development
(add.re.kr)
2024
–
Present
MS student
Korea Advanced Institute of Science & Technology
(kaist.ac.kr)
2022
–
2024
Advisors, Relations & Conflicts
Coworker
Deukryeol Yoon
2025
–
Present
PhD Advisor
Daeshik Kim
2022
–
2024
Coauthor
Gyeongdo Ham
2022
–
2024
Coauthor
Yucheol Cho
2022
–
2024
Expertise
Continual Learning
2025
–
Present
Knowledge Distillation
2022
–
Present
Object Detection
2022
–
Present
Publications
Teach sample-specific knowledge: Separated distillation based on samples
Seonghak Kim
,
Gyeongdo Ham
,
Suin Lee
,
Daeshik Kim
Eng. Appl. Artif. Intell. 2025
Readers:
Everyone
Robustness-Reinforced Knowledge Distillation With Correlation Distance and Network Pruning
Seonghak Kim
,
Gyeongdo Ham
,
Yucheol Cho
,
Daeshik Kim
IEEE Trans. Knowl. Data Eng. 2024
Readers:
Everyone
Robust Unsupervised Domain Adaptation through Negative-View Regularization
Joonhyeok Jang
,
Sunhyeok Lee
,
Seonghak Kim
,
Jung-Un Kim
,
Seonghyun Kim
,
Daeshik Kim
WACV 2024
Readers:
Everyone
Maximizing discrimination capability of knowledge distillation with energy function
Seonghak Kim
,
Gyeongdo Ham
,
Suin Lee
,
Donggon Jang
,
Daeshik Kim
Knowl. Based Syst. 2024
Readers:
Everyone
Cosine Similarity Knowledge Distillation for Individual Class Information Transfer
Gyeongdo Ham
,
Seonghak KIM
,
Suin Lee
,
Jae-Hyeok Lee
,
Daeshik Kim
Submitted to ICLR 2024
Readers:
Everyone
Co-Authors
Daeshik Kim
Donggon Jang
Gyeongdo Ham
Jae-Hyeok Lee
Joonhyeok Jang
Jung-Un Kim
Seonghyun Kim
Suin Lee
Sunhyeok Lee
Yucheol Cho