Bernd Prach

5 Publications

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[5]
2025 | Published | Thesis | IST-REx-ID: 19759 | OA
Prach B. 2025. Robust image classification with 1-Lipschitz networks. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
[4]
2024 | Published | Conference Paper | IST-REx-ID: 17426 | OA
Prach B, Brau F, Buttazzo G, Lampert C. 2024. 1-Lipschitz layers compared: Memory, speed, and certifiable robustness. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition, 24574–24583.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[3]
2024 | Draft | Preprint | IST-REx-ID: 18874 | OA
Prach B, Lampert C. Intriguing properties of robust classification. arXiv, 2412.04245.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[2]
2023 | Draft | Preprint | IST-REx-ID: 15039 | OA
Prach B, Lampert C. 1-Lipschitz neural networks are more expressive with N-activations. arXiv, 2311.06103.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[1]
2022 | Published | Conference Paper | IST-REx-ID: 11839 | OA
Prach B, Lampert C. 2022. Almost-orthogonal layers for efficient general-purpose Lipschitz networks. Computer Vision – ECCV 2022. ECCV: European Conference on Computer Vision, LNCS, vol. 13681, 350–365.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
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5 Publications

Mark all

[5]
2025 | Published | Thesis | IST-REx-ID: 19759 | OA
Prach B. 2025. Robust image classification with 1-Lipschitz networks. Institute of Science and Technology Austria.
[Published Version] View | Files available | DOI
 
[4]
2024 | Published | Conference Paper | IST-REx-ID: 17426 | OA
Prach B, Brau F, Buttazzo G, Lampert C. 2024. 1-Lipschitz layers compared: Memory, speed, and certifiable robustness. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition, 24574–24583.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[3]
2024 | Draft | Preprint | IST-REx-ID: 18874 | OA
Prach B, Lampert C. Intriguing properties of robust classification. arXiv, 2412.04245.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[2]
2023 | Draft | Preprint | IST-REx-ID: 15039 | OA
Prach B, Lampert C. 1-Lipschitz neural networks are more expressive with N-activations. arXiv, 2311.06103.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[1]
2022 | Published | Conference Paper | IST-REx-ID: 11839 | OA
Prach B, Lampert C. 2022. Almost-orthogonal layers for efficient general-purpose Lipschitz networks. Computer Vision – ECCV 2022. ECCV: European Conference on Computer Vision, LNCS, vol. 13681, 350–365.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
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Citation Style: ISTA Annual Report

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