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Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility


Jul 11, 2022
Behrooz Razeghi, Flavio P. Calmon, Deniz Gunduz, Slava Voloshynovskiy


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Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach


Jun 25, 2022
Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

* Paper accepted at the 29th IEEE International Conference on Image Processing (IEEE ICIP) 

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Mobile authentication of copy detection patterns


Mar 04, 2022
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy


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Turbo-Sim: a generalised generative model with a physical latent space


Dec 21, 2021
Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy

* 8 pages, 2 figures, 1 table 

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Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN


Dec 17, 2021
Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy


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Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks


Dec 17, 2021
Mariia Drozdova, Vitaliy Kinakh, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy


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Funnels: Exact maximum likelihood with dimensionality reduction


Dec 15, 2021
Samuel Klein, John A. Raine, Sebastian Pina-Otey, Slava Voloshynovskiy, Tobias Golling

* 16 pages, 5 figures, 8 tables 

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Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?


Oct 06, 2021
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy


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Variational Leakage: The Role of Information Complexity in Privacy Leakage


Jun 08, 2021
Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy


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