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Harry24k/README.md

Welcome,

  • 💼 Professor at Chung-Ang University, South Korea.
  • 🎓 B.S. and Ph.D. degrees from Seoul National University, South Korea.
  • 📘 Interested in AI with Adversarial Robustness, Generalization, and Explainability.

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  1. adversarial-attacks-pytorch adversarial-attacks-pytorch Public

    PyTorch implementation of adversarial attacks [torchattacks]

    Python 1.9k 348

  2. bayesian-neural-network-pytorch bayesian-neural-network-pytorch Public

    PyTorch implementation of bayesian neural network [torchbnn]

    Python 483 74

  3. MAIR MAIR Public

    Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]

    Python 25 6

  4. catastrophic-overfitting catastrophic-overfitting Public

    Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

    Jupyter Notebook 28 1