Measuring Overfitting in Convolutional Neural Networks using Adversarial Perturbations and Label Noise

Svetlana Pavlitskaya, Joël Oswald, J. Marius Zöllner. Measuring Overfitting in Convolutional Neural Networks using Adversarial Perturbations and Label Noise. In Hisao Ishibuchi, Chee-Keong Kwoh 0001, Ah-Hwee Tan, Dipti Srinivasan, Chunyan Miao, Anupam Trivedi, Keeley A. Crockett, editors, IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022. pages 1551-1559, IEEE, 2022. [doi]

Abstract

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