2023/24 Konkuk University CSE Graduation Project
- 이관희, kwan7595, Lead
- 김수환, drrobot333
- 김환희, khhandrea
- Weekly Study - place each files under Study
- format : Week[n]_name_title.*
- Pull Request / Commit msg : Add Week[n]_study
- 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'