SFDdM005
Provable Robustness Gain on 3D MRI Medical Image Data
| Grant period | 2021-10-01 - 2022-09-30 |
| Funding body | Exploratory Research Space der RWTH Aachen |
| ERS | |
| Identifier | G:(DE-82)EXS-SF-SFDdM005 |
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Journal Article
Overcoming data scarcity in biomedical imaging with a foundational multi-task model
Nature computational science 4(7), 495-509 (2024) [10.1038/s43588-024-00662-z]
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Contribution to a book/Contribution to a conference proceedings
Provably Bounding Neural Network Preimages
Advances in Neural Information Processing Systems 36 (NeurIPS 2023) / edited by: A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine
37. Conference on Neural Information Processing Systems, NeurIPS 2023, New Orleans, LANew Orleans, LA, USA, 10 Dec 2023 - 16 Dec 2023
[Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 36, [1]-21 (2023)
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Journal Article
Adversarial attacks and adversarial robustness in computational pathology
Nature Communications 13, 5711 (2022) [10.1038/s41467-022-33266-0]
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