クラス選択性

Linking average- and worst-case perturbation robustness via class selectivity and dimensionality

Authors: Matthew L. Leavitt, Ari Morcos | Published: 2020-10-14 | Updated: 2021-03-29
クラス選択性
深層学習
耐久性問題

Manifold Mixup: Better Representations by Interpolating Hidden States

Authors: Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, Aaron Courville, David Lopez-Paz, Yoshua Bengio | Published: 2018-06-13 | Updated: 2019-05-11
クラス選択性
堅牢性向上手法
深層学習技術