Sungyoon Lee

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Gradient Direction

Training Examples

Top Venues

Pattern Recognit.

Publications

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)
Sungyoon Lee, Cheongjae Jang
A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution. ICLR (2023)
Sungyoon Lee, Jinseong Park, Jaewook Lee
Implicit Jacobian regularization weighted with impurity of probability output. ICML (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)
Sungyoon Lee, Sokbae Lee
The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors. CoRR (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)
Cheongjae Jang, Sungyoon Lee, Frank C. Park, Yung-Kyun Noh
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry. NeurIPS (2022)
Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee
Bridged Adversarial Training. CoRR (2021)
Sungyoon Lee, Hoki Kim, Jaewook Lee
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. CoRR (2021)
Sungyoon Lee, Woojin Lee, Jinseong Park, Jaewook Lee
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples. NeurIPS (2021)
Sungyoon Lee, Jaewook Lee, Saerom Park
Lipschitz-Certifiable Training with a Tight Outer Bound. NeurIPS (2020)
Jinuk Kim, Sungyoon Lee, Jaehyo Kim
Myo-Signal Based Intuitive Driving Interface: Development and Evaluation. BIC-TA (2014)
Euisun Kim, Yunseok Lee, Sungyoon Lee, Jaehyo Kim
User dependent interface based on facial expression. GCCE (2013)
Jaesung Oh, Minsuk Kwon, Youngwon Kim, Jungsoo Kim, Sungyoon Lee, Jaehyo Kim
Development and evaluation of myoelectric driving interface. ICCE (2013)