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2020 – today
- 2024
[j4]Woojin Lee, Sungyoon Lee, Hoki Kim, Jaewook Lee:
Sliced Wasserstein adversarial training for improving adversarial robustness. J. Ambient Intell. Humaniz. Comput. 15(8): 3229-3242 (2024)- 2023
- [j3]Hoki Kim
, Woojin Lee, Sungyoon Lee, Jaewook Lee:
Bridged adversarial training. Neural Networks 167: 266-282 (2023) - [j2]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): 2645-2651 (2023) - [c8]Sungyoon Lee, Cheongjae Jang:
A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution. ICLR 2023 - [c7]Sungyoon Lee, Jinseong Park, Jaewook Lee:
Implicit Jacobian regularization weighted with impurity of probability output. ICML 2023: 19141-19184 - [i3]Sungyoon Lee, Sokbae Lee:
The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors. CoRR abs/2305.12883 (2023) - 2022
- [j1]Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee:
Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognit. 129: 108720 (2022) - [c6]Cheongjae Jang, Sungyoon Lee, Frank C. Park, Yung-Kyun Noh:
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry. NeurIPS 2022 - 2021
- [c5]Sungyoon Lee, Woojin Lee, Jinseong Park, Jaewook Lee:
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples. NeurIPS 2021: 953-964 - [i2]Sungyoon Lee, Hoki Kim, Jaewook Lee:
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. CoRR abs/2107.02425 (2021) - [i1]Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee:
Bridged Adversarial Training. CoRR abs/2108.11135 (2021) - 2020
- [c4]Sungyoon Lee, Jaewook Lee, Saerom Park:
Lipschitz-Certifiable Training with a Tight Outer Bound. NeurIPS 2020
2010 – 2019
- 2014
- [c3]Jinuk Kim, Sungyoon Lee, Jaehyo Kim:
Myo-Signal Based Intuitive Driving Interface: Development and Evaluation. BIC-TA 2014: 216-220 - 2013
- [c2]Euisun Kim, Yunseok Lee, Sungyoon Lee, Jaehyo Kim:
User dependent interface based on facial expression. GCCE 2013: 392-393 - [c1]Jaesung Oh, Minsuk Kwon, Youngwon Kim, Jungsoo Kim, Sungyoon Lee, Jaehyo Kim:
Development and evaluation of myoelectric driving interface. ICCE 2013: 248-249
Coauthor Index
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