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Disambiguation of "Hein, Matthias"

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Adversarial robustness against multiple lp-threat models at the price of one and how to quickly fine-tune robust models to another threat model.

, and . CoRR, (2021)

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Matthias Hein

Matthias Hein

Matthias Hein

Matthias Hein

Matthias Hein

 

Other publications of authors with the same name

A Unifying Perron-Frobenius Theorem for Nonnegative Tensors via Multihomogeneous Maps., , and . SIAM J. Matrix Anal. Appl., 40 (3): 1206-1231 (2019)On Mitigating Random and Adversarial Bit Errors., , , and . CoRR, (2020)Error Estimates for Spectral Convergence of the Graph Laplacian on Random Geometric Graphs Toward the Laplace-Beltrami Operator., , , and . Found. Comput. Math., 20 (4): 827-887 (2020)Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators., , , and . CoRR, (2021)Adversarial Robustness on In- and Out-Distribution Improves Explainability., , and . ECCV (26), volume 12371 of Lecture Notes in Computer Science, page 228-245. Springer, (2020)The loss surface and expressivity of deep convolutional neural networks., and . ICLR (Workshop), OpenReview.net, (2018)Towards neural networks that provably know when they don't know., and . CoRR, (2019)Disentangling Adversarial Robustness and Generalization., , and . CoRR, (2018)On the Adversarial Robustness of Multi-Modal Foundation Models., and . ICCV (Workshops), page 3679-3687. IEEE, (2023)Identifying Systematic Errors in Object Detectors with the SCROD Pipeline., , and . ICCV (Workshops), page 4092-4101. IEEE, (2023)