Slava Voloshynovskiy

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 92

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Publications

Mariia Drozdova, Vitaliy Kinakh, Omkar Bait, Olga Taran, Erica Lastufka, Miroslava Dessauges-Zavadsky, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model. CoRR (2024)
Behrooz Razeghi, Marzieh Gheisari, Amir Ahooye Atashin, Dimche Kostadinov, Sébastien Marcel, Deniz Gündüz, Slava Voloshynovskiy
Group Membership Verification via Nonlinear Sparsifying Transform Learning. IEEE Access 12 (2024)
Isaac Shiri, Behrooz Razeghi, Sohrab Ferdowsi, Yazdan Salimi, Deniz Gündüz, Douglas Teodoro, Slava Voloshynovskiy, Habib Zaidi
PRIMIS: Privacy-preserving medical image sharing via deep sparsifying transform learning with obfuscation. J. Biomed. Informatics 150 (2024)
Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Hubble Meets Webb: Image-to-Image Translation in Astronomy. Sensors 24 (4) (2024)
Vitaliy Kinakh, Mariia Drozdova, Slava Voloshynovskiy
MV-MR: Multi-Views and Multi-Representations for Self-Supervised Learning and Knowledge Distillation. Entropy 26 (6) (2024)
Yury Belousov, Guillaume Quétant, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications With Copy Detection Patterns. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Correction: Mobile authentication of copy detection patterns. EURASIP J. Inf. Secur. 2023 (1) (2023)
Yury Belousov, Olga Taran, Vitaliy Kinakh, Slava Voloshynovskiy
Stochastic Digital Twin for Copy Detection Patterns. CoRR (2023)
Denis Ullmann, Olga Taran, Slava Voloshynovskiy
Multivariate Time Series Information Bottleneck. Entropy 25 (5) (2023)
Behrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy
Bottlenecks CLUB: Unifying Information-Theoretic Trade-Offs Among Complexity, Leakage, and Utility. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Vitaliy Kinakh, Mariia Drozdova, Slava Voloshynovskiy
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation. CoRR (2023)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. CoRR (2023)
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, Peter Boor, Deniz Gündüz, Slava Voloshynovskiy, Habib Zaidi
Multi-institutional PET/CT image segmentation using federated deep transformer learning. Comput. Methods Programs Biomed. 240 (2023)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns. EURASIP J. Inf. Secur. 2023 (1) (2023)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. Entropy 25 (10) (2023)
Yury Belousov, Olga Taran, Vitaliy Kinakh, Slava Voloshynovskiy
Stochastic Digital Twin for Copy Detection Patterns. WIFS (2023)
Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy
Printing variability of copy detection patterns. WIFS (2022)
Behrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility. CoRR (2022)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns. WIFS (2022)
Shideh Rezaeifar, Slava Voloshynovskiy, Meisam Asgari Jirhandeh, Vitaliy Kinakh
Privacy-Preserving Image Template Sharing Using Contrastive Learning. Entropy 24 (5) (2022)
Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Digital twins of physical printing-imaging channel. WIFS (2022)
Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy
Printing variability of copy detection patterns. CoRR (2022)
Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Anomaly localization for copy detection patterns through print estimations. WIFS (2022)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns. CoRR (2022)
Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Anomaly localization for copy detection patterns through print estimations. CoRR (2022)
Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach. CoRR (2022)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns. CoRR (2022)
Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP (2022)
Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Digital twins of physical printing-imaging channel. CoRR (2022)
Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy
Turbo-Sim: a generalised generative model with a physical latent space. CoRR (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving near Neighbor Search via Sparse Coding with Ambiguation. ICASSP (2021)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns: how critical is to know fakes? CoRR (2021)
Mariia Drozdova, Vitaliy Kinakh, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks. CoRR (2021)
Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy
Variational Leakage: The Role of Information Complexity in Privacy Leakage. CoRR (2021)
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy
Machine learning attack on copy detection patterns: are 1x1 patterns cloneable? CoRR (2021)
Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy
Variational Leakage: The Role of Information Complexity in Privacy Leakage. WiseML@WiSec (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation. CoRR (2021)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns: how critical is to know fakes? WIFS (2021)
Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN. CoRR (2021)
Samuel Klein, John A. Raine, Sebastian Pina-Otey, Slava Voloshynovskiy, Tobias Golling
Funnels: Exact maximum likelihood with dimensionality reduction. CoRR (2021)
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy
Machine learning attack on copy detection patterns: are $1\times 1$ patterns cloneable? WIFS (2021)
Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy
Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle. EUSIPCO (2020)
Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) (2020)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups. ICASSP (2020)
Slava Voloshynovskiy, Olga Taran, Mouad Kondah, Taras Holotyak, Danilo J. Rezende
Variational Information Bottleneck for Semi-Supervised Classification. Entropy 22 (9) (2020)
Olga Taran, Slavi Bonev, Taras Holotyak, Slava Voloshynovskiy
Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World. ICASSP (2020)
Behrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy
On Perfect Obfuscation: Local Information Geometry Analysis. CoRR (2020)
Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy
Information Bottleneck Classification in Extremely Distributed Systems. Entropy 22 (11) (2020)
Behrooz Razeghi, Flávio P. Calmon, Deniz Gündüz, Slava Voloshynovskiy
On Perfect Obfuscation: Local Information Geometry Analysis. WIFS (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation. EURASIP J. Inf. Secur. 2020 (2020)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups. CoRR (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending against adversarial attacks by randomized diversification. CoRR (2019)
Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy
ρ-VAE: Autoregressive parametrization of the VAE encoder. CoRR (2019)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy
Aggregation and Embedding for Group Membership Verification. ICASSP (2019)
Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende
Information bottleneck through variational glasses. CoRR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending Against Adversarial Attacks by Randomized Diversification. CVPR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering. ICIP (2019)
Behrooz Razeghi, Taras Stanko, Boris Skoric, Slava Voloshynovskiy
Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding with Ambiguation. WIFS (2019)
Olga Taran, Slavi Bonev, Slava Voloshynovskiy
Clonability of anti-counterfeiting printable graphical codes: a machine learning approach. CoRR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. CoRR (2019)
Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment. CoRR (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. CoRR (2019)
Behrooz Razeghi, Taras Stanko, Boris Skoric, Slava Voloshynovskiy
Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding. CoRR (2019)
Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy
Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features. CISS (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. ICIP (2019)
Dimche Kostadinov, Behrooz Razdehi, Slava Voloshynovskiy
Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints. CoRR (2019)
Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy
Classification by Re-generation: Towards Classification Based on Variational Inference. EUSIPCO (2018)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. EUSIPCO (2018)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. CoRR (2018)
Martino Ferrari, Olga Taran, Taras Holotyak, Karen O. Egiazarian, Slava Voloshynovskiy
Injecting Image Priors into Learnable Compressive Subsampling. EUSIPCO (2018)
Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
Bridging machine learning and cryptography in defence against adversarial attacks. CoRR (2018)
Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy
Classification by Re-generation: Towards Classification Based on Variational Inference. CoRR (2018)
Dimche Kostadinov, Behrooz Razeghi, Sohrab Ferdowsi, Slava Voloshynovskiy
Network Learning with Local Propagation. CoRR (2018)
Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks. ECCV Workshops (2) (2018)
Behrooz Razeghi, Slava Voloshynovskiy
Privacy-Preserving Outsourced Media Search Using Secure Sparse Ternary Codes. ICASSP (2018)
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy
Aggregation and Embedding for Group Membership Verification. CoRR (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Vector Compression for Similarity Search Using Multi-Layer Sparse Ternary Codes. DSW (2018)
Denis Ullmann, Slava Voloshynovskiy, Lucia Kleint, Sam Krucker, Martin Melchior, Cedric Huwyler, Brandon Panos
DCT-Tensor-Net for Solar Flares Detection on IRIS Data. EUVIP (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer network based on Sparse Ternary Codes for universal vector compression. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT (2017)
Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran
Privacy preserving identification using sparse approximation with ambiguization. WIFS (2017)
Dimche Kostadinov, Slava Voloshynovskiy, Sohrab Ferdowsi
Joint learning of local fingerprint and content modulation. EUSIPCO (2017)
Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran
Privacy Preserving Identification Using Sparse Approximation with Ambiguization. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using regularized residual quantization: Application to compression and denoising. ICIP (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS (2016)
Slava Voloshynovskiy, Taras Holotyak, Patrick Bas
Physical object authentication: Detection-theoretic comparison of natural and artificial randomness. ICASSP (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Local active content fingerprinting: Optimal solution under linear modulation. ICIP (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak
Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR (2016)
Slava Voloshynovskiy, Taras Holotyak, Fokko Beekhof
Soft Content Fingerprinting With Bit Polarization Based on Sign-Magnitude Decomposition. IEEE Trans. Inf. Forensics Secur. 10 (10) (2015)