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Towards the first adversarially robust neural network model on MNIST.

, , , and . ICLR (Poster), OpenReview.net, (2019)

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Excessive Invariance Causes Adversarial Vulnerability, , , and . (2018)cite arxiv:1811.00401.ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness., , , , , and . CoRR, (2018)Excessive Invariance Causes Adversarial Vulnerability., , , and . ICLR (Poster), OpenReview.net, (2019)Towards the first adversarially robust neural network model on MNIST., , , and . ICLR (Poster), OpenReview.net, (2019)Closing the Generalization Gap in One-Shot Object Detection., , and . CoRR, (2020)Disentanglement and Generalization Under Correlation Shifts., , , , , and . CoLLAs, volume 199 of Proceedings of Machine Learning Research, page 116-141. PMLR, (2022)System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina., , , , , , and . NeurIPS, (2020)Neural system identification for large populations separating "what" and "where"., , , and . NIPS, page 3506-3516. (2017)Partial success in closing the gap between human and machine vision., , , , , , and . NeurIPS, page 23885-23899. (2021)The Notorious Difficulty of Comparing Human and Machine Perception., , , , , and . CoRR, (2020)