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Jinseong Park
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연도
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples
S Lee, W Lee, J Park, J Lee
Advances in Neural Information Processing Systems 34, 953-964, 2021
242021
Efficient differentially private kernel support vector classifier for multi-class classification
J Park, Y Choi, J Byun, J Lee, S Park
Information Sciences 619, 889-907, 2023
112023
Generating Transferable Adversarial Examples for Speech Classification
H Kim, J Park, J Lee
Pattern Recognition 137, 109286, 2023
82023
Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization
H Kim, J Park, Y Choi, W Lee, J Lee
arXiv preprint arXiv:2302.10181, 2023
72023
Stability Analysis of Sharpness-Aware Minimization
H Kim, J Park, Y Choi, J Lee
arXiv preprint arXiv:2301.06308, 2023
72023
Implicit Jacobian regularization weighted with impurity of probability output
S Lee, J Park, J Lee
International Conference on Machine Learning, 19141-19184, 2023
5*2023
Exploring Generative AI for Modeling the Dynamics of Asset Price Process
J Park, H Ko, J Lee
Available at SSRN 4491342, 2023
42023
Fast sharpness-aware training for periodic time series classification and forecasting
J Park, H Kim, Y Choi, W Lee, J Lee
Applied Soft Computing 144, 110467, 2023
2*2023
Differentially Private Sharpness-Aware Training
J Park, H Kim, Y Choi, J Lee
International Conference on Machine Learning, 27204-27224, 2023
22023
Exploring Diverse Feature Extractions for Adversarial Audio Detection
Y Choi, J Park, J Lee, H Kim
IEEE Access 11, 2351-2360, 2023
22023
Comment on Transferability and Input Transformation with Additive Noise
H Kim, J Park, J Lee
arXiv preprint arXiv:2206.09075, 2022
12022
Advanced Market-Adaptive Portfolio Insurance: Dynamic Regime Detection Approach
J Park, J Lee, H Ko
Available at SSRN 4779183, 2024
2024
Fair Sampling in Diffusion Models through Switching Mechanism
Y Choi, J Park, H Kim, J Lee, S Park
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 21995 …, 2024
2024
Fantastic Robustness Measures: The Secrets of Robust Generalization
H Kim, J Park, Y Choi, J Lee
Advances in Neural Information Processing Systems 36, 2023
2023
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학술자료 1–14