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Picture for Taras Holotyak

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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Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups


Feb 04, 2020
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flavio P. Calmon, Slava Voloshynovskiy

* Accepted as an oral presentation for ICASSP 2020 

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Information bottleneck through variational glasses


Dec 05, 2019
Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende


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Robustification of deep net classifiers by key based diversified aggregation with pre-filtering


May 14, 2019
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy


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Reconstruction of Privacy-Sensitive Data from Protected Templates


May 08, 2019
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

* accepted at ICIP 2019 

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Defending against adversarial attacks by randomized diversification


Apr 01, 2019
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy


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Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment


Jan 30, 2019
Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy


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Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes


Apr 25, 2017
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak

* Accepted at 2017 IEEE International Symposium on Information Theory (ISIT'17) 

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