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Cited by
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Since 2020
Citations
110
109
h-index
3
3
i10-index
2
2
0
90
45
2023
2024
2025
9
90
10
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Co-authors
Matthias Hein
Professor of Computer Science, University of Tübingen
Verified email at uni-tuebingen.de
Francesco Croce
EPFL
Verified email at cs.uni-saarland.de
Naman D Singh
University of Tübingen
Verified email at uni-tuebingen.de
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Christian Schlarmann
PhD Student, Tübingen AI Center
Verified email at uni-tuebingen.de
machine learning
adversarial robustness
Articles
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Year
On the adversarial robustness of multi-modal foundation models
C Schlarmann, M Hein
Proceedings of the IEEE/CVF International Conference on Computer Vision …
, 2023
84
2023
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
C Schlarmann, ND Singh, F Croce, M Hein
ICML 2024
, 2024
23
2024
Adversarially Robust CLIP Models Induce Better (Robust) Perceptual Metrics
F Croce, C Schlarmann, ND Singh, M Hein
ICML 2024 Workshop on Foundation Models in the Wild
, 2024
3
2024
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