conftrace_

random noise

4 papers

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Co-occurring keywords

classifier robustness (20) decision boundary (161) adversarial robustness (1341) adversarial noise (36) low dimensional subspace (2) distribution-aware routing batch normalization (1) long-tailed distribution (142) imbalanced classification (77) deep neural network (1803) sparse subspace clustering (15)

Papers

Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images ICML 2022
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
Noisy Sparse Subspace Clustering JMLR 2016
Robustness of classifiers: from adversarial to random noise NIPS 2016