Sungyoon Lee
Seoul National University
H-index: 5
Asia-South Korea
Top articles of Sungyoon Lee
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Implicit Jacobian regularization weighted with impurity of probability output | Sungyoon Lee Jinseong Park Jaewook Lee | 2023/6/15 | |
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors | arXiv preprint arXiv:2305.12883 | Sungyoon Lee Sokbae Lee | 2023/5/22 |
A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution | Sungyoon Lee Cheongjae Jang | 2023 | |
Bridged adversarial training | Neural Networks | Hoki Kim Woojin Lee Sungyoon Lee Jaewook Lee | 2023/10/1 |
Variational cycle-consistent imputation adversarial networks for general missing patterns | Pattern Recognition | Woojin Lee Sungyoon Lee Junyoung Byun Hoki Kim Jaewook Lee | 2022/9/1 |
Graddiv: Adversarial robustness of randomized neural networks via gradient diversity regularization | IEEE Transactions on Pattern Analysis and Machine Intelligence | Sungyoon Lee Hoki Kim Jaewook Lee | 2022/4/21 |
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry | Advances in neural information processing systems | Cheongjae Jang Sungyoon Lee Frank Park Yung-Kyun Noh | 2022/12/6 |
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples | Advances in Neural Information Processing Systems | Sungyoon Lee Woojin Lee Jinseong Park Jaewook Lee | 2021/12/6 |
Lipschitz-certifiable training with a tight outer bound | Advances in Neural Information Processing Systems | Sungyoon Lee Jaewook Lee Saerom Park | 2020 |
Co-Authors
