Measuring Robustness to Natural Distribution Shifts in Image
Classification

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Measuring Robustness to Natural Distribution Shifts in Image Classification

1 July 2020

Vaishaal Shankar

Nicholas Carlini

Benjamin Recht

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Papers citing "Measuring Robustness to Natural Distribution Shifts in Image Classification"

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Title
Understanding and Improving Fast Adversarial Training Maksym Andriushchenko Nicolas Flammarion AAML 110 295 0 06 Jul 2020
Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data Alexander Robey Hamed Hassani George J. Pappas OOD 111 43 0 20 May 2020
Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks Sandesh Kamath Amit Deshpande Subrahmanyam Kambhampati Venkata V. Balasubramanian 88 12 0 26 Feb 2020
Do Image Classifiers Generalize Across Time? Vaishaal Shankar Achal Dave Rebecca Roelofs Deva Ramanan Benjamin Recht Ludwig Schmidt 148 83 0 05 Jun 2019
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional Decomposition A. Schmaltz 68 8 0 04 Jun 2019