2021

Thesis supervisions

unige:152982	Reliable classification in digital and physical worlds under active adversaries and prior ambiguity	Taran, Olga;
unige:153812	The Analysis of Solar Flares Using Machine Learning	Panos, Brandon-Leigh;

2020

Scientific Articles

unige:144404

Variational Information Bottleneck for Semi-Supervised Classification

Voloshynovskyy, Svyatoslav; Taran, Olga; Kondah, Mouad; Holotyak, Taras; Rezende, Danilo

Proceedings Chapters

unige:145444	Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World	Taran, Olga; Bonev, Slavtcho Metodiev; Holotyak, Taras; Voloshynovskyy, Svyatoslav;
unige:145443	Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups	Ferdowsi, Sohrab; Razeghi, Behrooz; Holotyak, Taras; Calmon, Flavio P.; Voloshynovskyy, Svyatoslav

2018

Proceedings Chapters

unige:145449	Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor	Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Ferdowsi, Sohrab;
unige:119716	Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions	Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Ferdowsi, Sohrab;

Thesis supervisions

unige:114990	Learning to compress and search visual data in large-scale systems	Ferdowsi, Sohrab;
unige:118533	Nonlinear transform learning: model, applications and algorithms	Kostadinov, Dimche;

2017

Scientific Articles

unige:119709

Replication of the principal component analyses of the human genome diversity panel

Charlon, Thomas; Di Cara, Alessandro; Voloshynovskyy, Svyatoslav; Wojcik, Jérôme;

Conference Proceedings

unige:94026

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

Ferdowsi, Sohrab; Voloshynovskyy, Svyatoslav; Kostadinov, Dimche; Holotyak, Taras;

Proceedings Chapters

unige:152186

Joint learning of local fingerprint and content modulation

Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Ferdowsi, Sohrab;

Présentations / Interventions

unige:97444

PharmaPack: mobile fine-grained recognition of pharma packages

Taran, Olga; Rezaeifar, Shideh; Dabrowski, Oscar; Holotyak, Taras; Voloshynovskyy, Svyatoslav

Thesis supervisions

unige:96249

Micro-structure based physical object identification on mobile platforms

Diephuis, Maurits;

2016

Scientific Articles

unige:119707

Single Nucleotide Polymorphism Clustering in Systemic Autoimmune Diseases

Charlon, Thomas; Martínez-Bueno, Manuel; Bossini-Castillo, Lara; Carmona, F. David; ... Alarcón-Riquelme, Marta E.

Proceedings Chapters

unige:145450	Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes	Ferdowsi, Sohrab; Voloshynovskyy, Svyatoslav; Kostadinov, Dimche; Holotyak, Taras;
unige:145445	Forensic authentication of banknotes on mobile phones	Dewaele, Thomas; Diephuis, Maurits; Holotyak, Taras; Voloshynovskyy, Svyatoslav;
unige:145448	Local active content fingerprint: solutions for general linear feature maps	Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Ferdowsi, Sohrab; Holotyak, Taras
unige:145447	Local active content fingerprinting: Optimal solution under linear modulation	Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Holotyak, Taras;
unige:145446	Physical object authentication: detection-theoretic comparison of natural and artificial randomness	Voloshynovskyy, Svyatoslav; Holotyak, Taras; Bas, Patrick;

Thesis supervisions

unige:138384

Strategies for magnetic resonance imaging-guided attenuation correction in whole-body PET-MRI

Arabi, Hossein;

2015

Conference Proceedings

unige:74842

Mobile visual object identification: from SIFT-BoF-RANSAC to SketchPrint

Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Holotyak, Taras;

Thesis supervisions

unige:72705

Development of image reconstruction and correction techniques in PET/CT and PET/MR imaging

Mehranian, Abolfazl;

2014

Scientific Articles

unige:40751

Active Content Fingerpriting

Farhadzadeh, Farzad; Voloshynovskyy, Svyatoslav;

Thesis supervisions

unige:34300

Information-theoretic analysis of identification systems in large-scale databases

Farhadzadeh, Farzad;

2013

Scientific Articles

unige:31903

The impact of denoising on independent component analysis of functional magnetic resonance imaging data

Pignat, Jean Michel; Koval, Oleksiy; Van De Ville, Dimitri; Voloshynovskyy, Svyatoslav; ... Pun, Thierry

Proceedings Chapters

unige:34319	Active content fingerprinting: Shrinkage and lattice based modulations	Farhadzadeh, Farzad; Voloshynovskyy, Svyatoslav; Holotyak, Taras; Beekhof, Fokko Pieter;
unige:32007	Fundamental limits of identification: Identification rate, search and memory complexity trade-off	Farhadzadeh, Farzad; Willems, Frans M.J.; Voloshynovskyy, Svyatoslav;

Thesis supervisions

unige:39498	IndiMax: fast and reliable filtering methodology for Tandem Mass Spectrometry data	Kuzyakiv, Rostyslav;
unige:31099	Performance evaluation and development of quantitative procedures for high resolution preclinical PET imaging	Prasad, Rameshwar;

2012

Thesis supervisions

unige:23964	Information-theoretic analysis of privacy-preserving identification	Holotyak, Taras;
unige:27354	Physical object protection based on digital micro-structure fingerprinting	Beekhof, Fokko Pieter;

2011

Scientific Articles

unige:115067

Information–Theoretic Multiclass Classification Based on Binary Classifiers

Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter; Holotyak, Taras;

Proceedings Chapters

unige:47626	A New Biometric Identification Model and the Multiple Hypothesis Testing for Arbitrarily Varying Objects	Harutyunyan, A.; Grigoryan, N.; Voloshynovskyy, Svyatoslav; Koval, Oleksiy;
unige:47628	Fast physical object identification based on unclonable features and soft fingerprinting	Holotyak, Taras; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter;
unige:47631	Geometrically robust perceptual fingerprinting : an asymmetric case	Koval, Oleksiy; Voloshynovskyy, Svyatoslav; Farhadzadeh, Farzad; Holotyak, Taras; Beekhof, Fokko Pieter
unige:47624	Identification In Desynchronization Channels	Koval, Oleksiy; Voloshynovskyy, Svyatoslav; Farhadzadeh, Farzad;
unige:47629	Information-theoretic analysis of desynchronization invariant object identification	Koval, Oleksiy; Voloshynovskyy, Svyatoslav; Holotyak, Taras; Beekhof, Fokko Pieter;
unige:47625	Information-Theoretic Analysis of Privacy Protection for Noisy Identification Based on Soft Fingerprinting	Balakirsky, V.; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Holotyak, Taras;
unige:47623	On Multiple Hypothesis Testing with Rejection Option	Grigoryan, N.; Harutyunyan, A.; Voloshynovskyy, Svyatoslav; Koval, Oleksiy;
unige:47632	Private content identification based on soft fingerprinting	Voloshynovskyy, Svyatoslav; Holotyak, Taras; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad
unige:47622	Sign-Magnitude Decomposition of Mutual Information with Polarization Effect in Digital Identification	Voloshynovskyy, Svyatoslav; Holotyak, Taras; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad
unige:47627	Statistical Analysis of Binarized SIFT Descriptors	Diephuis, Maurits; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter;
unige:47630	Trading-off privacy-complexity of identification problem	Holotyak, Taras; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter;

Thesis supervisions

unige:16769

Performance characterization and development of quantitative procedures for PET-CT scanners

Schoenahl, Frédéric François;

2010

Proceedings Chapters

unige:47634	Content Identification Based on digital fingerprint : what can be done if ML decoding fails?	Farhadzadeh, Farzad; Voloshynovskyy, Svyatoslav; Koval, Oleksiy;
unige:47638	Content-Identification : towards Capacity Based on Bounded Distance Decoder	Farhadzadeh, Farzad; Voloshynovskyy, Svyatoslav; Koval, Oleksiy;
unige:47642	Fast identification of highly distorted images	Holotyak, Taras; Voloshynovskyy, Svyatoslav; Beekhof, Fokko Pieter; Koval, Oleksiy;
unige:47636	Information-Theoretical Analysis of Private Content Identification	Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad; Holotyak, Taras
unige:47641	Multimodal object authentication with random projections : a worst-case approach	Koval, Oleksiy; Voloshynovskyy, Svyatoslav;