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pro vyhledávání: '"Gittings, Thomas"'
Autor:
Andriushchenko, Maksym, Li, Xiaoyang Rebecca, Oxholm, Geoffrey, Gittings, Thomas, Bui, Tu, Flammarion, Nicolas, Collomosse, John
Image attribution -- matching an image back to a trusted source -- is an emerging tool in the fight against online misinformation. Deep visual fingerprinting models have recently been explored for this purpose. However, they are not robust to tiny in
Externí odkaz:
http://arxiv.org/abs/2202.12860
We present a novel method for generating robust adversarial image examples building upon the recent `deep image prior' (DIP) that exploits convolutional network architectures to enforce plausible texture in image synthesis. Adversarial images are com
Externí odkaz:
http://arxiv.org/abs/1907.01996
Autor:
Gittings, Thomas A.
Minimum braids are a complete invariant of knots and links. This paper defines minimum braids, describes how they can be generated, presents tables for knots up to ten crossings and oriented links up to nine crossings, and uses minimum braids to stud
Externí odkaz:
http://arxiv.org/abs/math/0401051
Autor:
Gittings, Thomas
Adversarial examples are malicious inputs to computer vision and machine learning systems that lead to unexpectedly incorrect results. Their existence raises concerns about the viability of using deep learning based systems in applications where safe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3418275f78533dcaad8c4581db5fa7ce