Sungyoon Lee

Orcid: 0000-0002-6097-0565

According to our database1, Sungyoon Lee authored at least 12 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Bridged adversarial training.
Neural Networks, October, 2023

GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors.
CoRR, 2023

Implicit Jacobian regularization weighted with impurity of probability output.
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.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Variational cycle-consistent imputation adversarial networks for general missing patterns.
Pattern Recognit., 2022

A Reparametrization-Invariant Sharpness Measure Based on Information Geometry.
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.
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.
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.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2014

2013
Development and evaluation of myoelectric driving interface.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

User dependent interface based on facial expression.
Proceedings of the IEEE 2nd Global Conference on Consumer Electronics, 2013


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