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  1. imagenet-superclass imagenet-superclass Public

    The example of correspondence between fine classes and superclass (coarse class) in ImageNet.

    Python 12 3

  2. learning-from-adversarial-perturbations learning-from-adversarial-perturbations Public

    The official code for "Theoretical Understanding of Learning from Adversarial Perturbations" [S. Kumano et al., ICLR24].

    Jupyter Notebook 2 1

  3. imagenet-japanese-labels imagenet-japanese-labels Public

    ImageNet日本語ラベル

    1

  4. perturbation-learning perturbation-learning Public

    The official code for "Wide Two-Layer Networks can Learn from Adversarial Perturbations" [S. Kumano et al., NeurIPS24].

    Jupyter Notebook 1

  5. s-kumano.github.io s-kumano.github.io Public

    HTML

  6. simple-adversarial-example-code simple-adversarial-example-code Public

    Simple code related to adversarial examples, attacks, and defenses.

    Jupyter Notebook