Catastrophic overfitting can be induced with discriminative non-robust features.
Guillermo Ortiz-JiménezPau de JorgeAmartya SanyalAdel BibiPuneet K. DokaniaPascal FrossardGrégory RogezPhilip TorrPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- feature extraction
- discriminative features
- highly discriminative
- decision trees
- image features
- neural network
- rotational invariant
- feature set
- data sets
- unsupervised learning
- computationally efficient
- gabor filters
- extracted features
- discriminative information
- informative features
- object recognition
- discriminatively trained