Hoki Kim

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 23

Top Topics

Diffusion Model

Avoid Overfitting

Domain Adaptation

Top Venues

Pattern Recognit.

Eng. Appl. Artif. Intell.

Publications

Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park
Fair Sampling in Diffusion Models through Switching Mechanism. AAAI (2024)
Dongbin Kim, Jinseong Park, Jaewook Lee, Hoki Kim
Are Self-Attentions Effective for Time Series Forecasting? CoRR (2024)
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saeroom Park
Fair Sampling in Diffusion Models through Switching Mechanism. CoRR (2024)
Hoki Kim, Sangho Lee, Jaewook Lee, Woojin Lee, Youngdoo Son
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method. Eng. Appl. Artif. Intell. 130 (2024)
Woojin Lee, Sungyoon Lee, Hoki Kim, Jaewook Lee
Sliced Wasserstein adversarial training for improving adversarial robustness. J. Ambient Intell. Humaniz. Comput. 15 (8) (2024)
Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee
Bridged adversarial training. Neural Networks 167 (2023)
Yujin Choi, Jinseong Park, Jaewook Lee, Hoki Kim
Exploring Diverse Feature Extractions for Adversarial Audio Detection. IEEE Access 11 (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Woojin Lee, Jaewook Lee
Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization. CoRR (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
Differentially Private Sharpness-Aware Training. ICML (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
Fantastic Robustness Measures: The Secrets of Robust Generalization. NeurIPS (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
Differentially Private Sharpness-Aware Training. CoRR (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
Stability Analysis of Sharpness-Aware Minimization. CoRR (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Woojin Lee, Jaewook Lee
Fast sharpness-aware training for periodic time series classification and forecasting. Appl. Soft Comput. 144 (2023)
Sungyoon Lee, Hoki Kim, Jaewook Lee
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Hoki Kim, Jinseong Park, Jaewook Lee
Generating Transferable Adversarial Examples for Speech Classification. Pattern Recognit. 137 (2023)
Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee
Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognit. 129 (2022)
Hoki Kim, Jinseong Park, Jaewook Lee
Comment on Transferability and Input Transformation with Additive Noise. CoRR (2022)
Woojin Lee, Hoki Kim, Jaewook Lee
Compact class-conditional domain invariant learning for multi-class domain adaptation. Pattern Recognit. 112 (2021)
Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee
Bridged Adversarial Training. CoRR (2021)
Hoki Kim, Woojin Lee, Jaewook Lee
Understanding Catastrophic Overfitting in Single-step Adversarial Training. AAAI (2021)
Sungyoon Lee, Hoki Kim, Jaewook Lee
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. CoRR (2021)
Hoki Kim, Woojin Lee, Jaewook Lee
Understanding Catastrophic Overfitting in Single-step Adversarial Training. CoRR (2020)
Hoki Kim
Torchattacks : A Pytorch Repository for Adversarial Attacks. CoRR (2020)
John Barth, William R. Reohr, Paul C. Parries, Gregory Fredeman, John Golz, Stanley Schuster, Richard E. Matick, Hillery C. Hunter, Charles Tanner, Joseph Harig, Hoki Kim, Babar A. Khan, John Griesemer, Robert Havreluk, Kenji Yanagisawa, Toshiaki Kirihata, Subramanian S. Iyer
A 500 MHz Random Cycle, 1.5 ns Latency, SOI Embedded DRAM Macro Featuring a Three-Transistor Micro Sense Amplifier. IEEE J. Solid State Circuits 43 (1) (2008)
John Barth, William R. Reohr, Paul C. Parries, Gregory Fredeman, John Golz, Stanley Schuster, Richard E. Matick, Hillery C. Hunter, Charles Tanner, Joseph Harig, Hoki Kim, Babar A. Khan, John Griesemer, Robert Havreluk, Kenji Yanagisawa, Toshiaki Kirihata, Subramanian S. Iyer
A 500MHz Random Cycle 1.5ns-Latency, SOI Embedded DRAM Macro Featuring a 3T Micro Sense Amplifier. ISSCC (2007)
Toshiaki Kirihata, Paul C. Parries, David R. Hanson, Hoki Kim, John Golz, Gregory Fredeman, Raj Rajeevakumar, John Griesemer, Norman Robson, Alberto Cestero, Babar A. Khan, Geng Wang, Matt Wordeman, Subramanian S. Iyer
An 800-MHz embedded DRAM with a concurrent refresh mode. IEEE J. Solid State Circuits 40 (6) (2005)
Hoki Kim, D. M. H. Walker, David Colby
A practical built-in current sensor for I_DDQ testing. ITC (2001)