Low Curvature Activations Reduce Overfitting in Adversarial Training.

Vasu Singla Sahil Singla Soheil Feizi David Jacobs

Published in: ICCV (2021)

Keyphrases

decision trees
training set
training error
training algorithm
cross validation
test set
training examples
avoid overfitting
curvature estimation
significantly reduced
machine learning
scale space
computer vision
training samples
computer software
supervised learning
high dimensional