khhandrea / ku-coopt

23-Fall Konkuk University CSE Graduation Project

Coopt

2023/24 Konkuk University CSE Graduation Project

Member

• 이관희, kwan7595, Lead
• 김수환, drrobot333
• 김환희, khhandrea

Study

• Weekly Study - place each files under Study
  • format : Week[n]_name_title.*
  • Pull Request / Commit msg : Add Week[n]_study

References

• Bayesian Neural Networks: An Introduction and Survey , Survey
• Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness, NeurIPS 21'
• Sharpness-Aware Minimization for Efficiently Improving Generalization, ICLR 21'
• Robustness of Bayesian Neural Networks to Gradient-Based Attaks, NeurIPS 20'
• SGD with Large Step Sizes Learns Sparse Features, ICML 23'
• SWAD: Domain Generalization by Seeking Flat Minima, NeurIPS 21'
• On the Geometry of Adversarial Examples, ArXiv 18'
• Sharpness-Aware Minimization Alone can Improve Adversarial Robustness, AdvML Frontiers Workshop @ ICML 23'
• Interpreting Adversarial Robustness: A View from Decision Surface in Input Space, ICLR 19'
• Adversarial Weight Perturbation Helps Robust Generalization, NIPS 20’
• Theoretically Principled Trade-off between Robustness and Accuracy, ICML 20'