Sungyoon Lee

According to our database, Sungyoon Lee authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sliced Wasserstein adversarial training for improving adversarial robustness.

Woojin Lee, Sungyoon Lee, Hoki Kim, Jaewook Lee

J. Ambient Intell. Humaniz. Comput., August, 2024

2023

Bridged adversarial training.

Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee

Neural Networks, October, 2023

GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization.

Sungyoon Lee, Hoki Kim, Jaewook Lee

IEEE Trans. Pattern Anal. Mach. Intell., 2023

The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors.

Sungyoon Lee, Sokbae Lee

CoRR, 2023

Implicit Jacobian regularization weighted with impurity of probability output.

Sungyoon Lee, Jinseong Park, Jaewook Lee

Proceedings of the International Conference on Machine Learning, 2023

A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution.

Sungyoon Lee, Cheongjae Jang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Variational cycle-consistent imputation adversarial networks for general missing patterns.

Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee

Pattern Recognit., 2022

A Reparametrization-Invariant Sharpness Measure Based on Information Geometry.

Cheongjae Jang, Sungyoon Lee, Frank C. Park, Yung-Kyun Noh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples.

Sungyoon Lee, Woojin Lee, Jinseong Park, Jaewook Lee

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Lipschitz-Certifiable Training with a Tight Outer Bound.

Sungyoon Lee, Jaewook Lee, Saerom Park

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2014

Myo-Signal Based Intuitive Driving Interface: Development and Evaluation.

Jinuk Kim, Sungyoon Lee, Jaehyo Kim

Proceedings of the Bio-Inspired Computing - Theories and Applications, 2014

2013

Development and evaluation of myoelectric driving interface.

Jaesung Oh, Minsuk Kwon, Youngwon Kim, Jungsoo Kim, Sungyoon Lee, Jaehyo Kim

Proceedings of the IEEE International Conference on Consumer Electronics, 2013

User dependent interface based on facial expression.

Euisun Kim, Yunseok Lee, Sungyoon Lee, Jaehyo Kim

Proceedings of the IEEE 2nd Global Conference on Consumer Electronics, 2013