Hoki Kim

1. Understanding Catastrophic Overfitting in Single-step Adversarial Training
   2020/10/05 by Hoki Kim, Woojin Lee, Kim, Hoki +3 · 4 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Integrated Circuits and Semiconductor Failure Analysis #Ion-surface interactions and analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
2. Stability Analysis of Sharpness-Aware Minimization
   2023/01/16 by Hoki Kim, J.-G. Park, Kim, Hoki +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
3. GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization
   2021/07/06 by Sungyoon Lee, Lee, Sungyoon, Hoki Kim +3 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)