Soichiro Kumano(熊野創一郎)
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The University of Tokyo
- https://s-kumano.github.io/
- https://orcid.org/0000-0002-3461-3943
Popular repositories Loading
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imagenet-superclass
imagenet-superclass PublicThe example of correspondence between fine classes and superclass (coarse class) in ImageNet.
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learning-from-adversarial-perturbations
learning-from-adversarial-perturbations PublicThe official code for "Theoretical Understanding of Learning from Adversarial Perturbations" [S. Kumano et al., ICLR24].
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perturbation-learning
perturbation-learning PublicThe official code for "Wide Two-Layer Networks can Learn from Adversarial Perturbations" [S. Kumano et al., NeurIPS24].
Jupyter Notebook 1
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simple-adversarial-example-code
simple-adversarial-example-code PublicSimple code related to adversarial examples, attacks, and defenses.
Jupyter Notebook
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