Seonghak Kim

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Information Transfer

Cosine Similarity

Processing Units

Top Venues

SIAM J. Math. Anal.

Publications

Seonghak Kim, Gyeongdo Ham, Suin Lee, Donggon Jang, Daeshik Kim
Maximizing discrimination capability of knowledge distillation with energy function. Knowl. Based Syst. 296 (2024)
Joonhyeok Jang, Sunhyeok Lee, Seonghak Kim, Jung-Un Kim, Seonghyun Kim, Daeshik Kim
Robust Unsupervised Domain Adaptation through Negative-View Regularization. WACV (2024)
Seonghak Kim, Gyeongdo Ham, Suin Lee, Donggon Jang, Daeshik Kim
Maximizing Discrimination Capability of Knowledge Distillation with Energy-based Score. CoRR (2023)
Hyung Jun Choi, Seonghak Kim, Youngwoo Koh
. CoRR (2023)
Seonghak Kim, Gyeongdo Ham, Yucheol Cho, Daeshik Kim
Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning. CoRR (2023)
Gyeongdo Ham, Seonghak Kim, Suin Lee, Jae-Hyeok Lee, Daeshik Kim
Cosine Similarity Knowledge Distillation for Individual Class Information Transfer. CoRR (2023)
Seonghak Kim, Minji Park, Jaehyung Kim, Taekyung Kim, Chohong Min
EvalRound Algorithm in CKKS Bootstrapping. ASIACRYPT (2) (2022)
Seonghak Kim, Minji Park, Jaehyung Kim, Taekyung Kim, Chohong Min
EvalRound Algorithm in CKKS Bootstrapping. IACR Cryptol. ePrint Arch. 2022 (2022)
Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling. HPCA (2021)
Tae Jun Ham, Sungjun Jung, Seonghak Kim, Young H. Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W. Lee, Deog-Kyoon Jeong
: Accelerating Attention Mechanisms in Neural Networks with Approximation. HPCA (2020)
Tae Jun Ham, Sungjun Jung, Seonghak Kim, Young H. Oh, Yeonhong Park, Yoonho Song, Jung-Hun Park, Sanghee Lee, Kyoung Park, Jae W. Lee, Deog-Kyoon Jeong
: Accelerating Attention Mechanisms in Neural Networks with Approximation. CoRR (2020)
Jaeyoung Jang, Jun Heo, Yejin Lee, Jaeyeon Won, Seonghak Kim, Sungjun Jung, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
Charon: Specialized Near-Memory Processing Architecture for Clearing Dead Objects in Memory. MICRO (2019)
Young H. Oh, Quan Quan, Daeyeon Kim, Seonghak Kim, Jun Heo, Sungjun Jung, Jaeyoung Jang, Jae W. Lee
A portable, automatic data qantizer for deep neural networks. PACT (2018)
Hoang-Hung Vo, Seonghak Kim
Convex Integration for Scalar Conservation Laws in One Space Dimension. SIAM J. Math. Anal. 50 (3) (2018)
Seonghak Kim, Baisheng Yan
Convex Integration and Infinitely Many Weak Solutions to the Perona-Malik Equation in All Dimensions. SIAM J. Math. Anal. 47 (4) (2015)