Articles by Olga Taran

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

3 January 2025 by Yoel Zimmermann and others at

University of Maryland, Baltimore County

Machine Learning, Materials Science

Benchmarking 2D Egocentric Hand Pose Datasets

11 September 2024 by Olga Taran and others

Computer Vision and Pattern Recognition

Self-Supervised Learning on MeerKAT Wide-Field Continuum Images

12 August 2024 by Erica Lastufka and others at

University of Geneva

Instrumentation and Methods for Astrophysics

Unifying Geochemical Scenario for the Origin of a High Cellular Potassium to Sodium Ratio in Living Cells

9 August 2024 by Olga Taran at

Harvard University

Physical Chemistry, Earth, Space, and Environmental Chemistry

Anoxic photolysis as a Route to Primary Metabolites on Early Earth

8 May 2024 by Olga Taran and Bülent Ünal

Earth, Space, and Environmental Chemistry, Hydrology and Water Chemistry

Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model

20 February 2024 by Mariia Drozdova and others

Instrumentation and Methods for Astrophysics, Artificial Intelligence

Stochastic Digital Twin for Copy Detection Patterns

28 September 2023 by Yury Belousov and others

Computer Vision and Pattern Recognition, Image and Video Processing

Challenging interferometric imaging: Machine learning-based source localization from uv-plane observations

5 May 2023 by O. Taran and others

Instrumentation and Methods for Astrophysics

Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns

14 December 2022 by Joakim Tutt and others

Computer Vision and Pattern Recognition, Cryptography and Security

Digital twins of physical printing-imaging channel

28 October 2022 by Yury Belousov and others

Computer Vision and Pattern Recognition, Machine Learning

Printing variability of copy detection patterns

11 October 2022 by Roman Chaban and others

Cryptography and Security, Computer Vision and Pattern Recognition

Anomaly localization for copy detection patterns through print estimations

29 September 2022 by Brian Pulfer and others

Computer Vision and Pattern Recognition, Cryptography and Security

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

25 June 2022 by Brian Pulfer and others

Cryptography and Security, Machine Learning

Mobile authentication of copy detection patterns

18 May 2022 by Olga Taran and others

Cryptography and Security, Computer Vision and Pattern Recognition

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

6 October 2021 by Roman Chaban and others at

University of Geneva

Cryptography and Security, Computer Vision and Pattern Recognition

Mobile authentication of copy detection patterns: how critical is to know fakes?

5 October 2021 by Olga Taran and others

Cryptography and Security, Databases

ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets

31 August 2021 by Vitaliy Kinakh and others

Computer Vision and Pattern Recognition

Information bottleneck through variational glasses

5 December 2019 by Slava Voloshynovskiy and others

Computer Vision and Pattern Recognition

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

14 May 2019 by Olga Taran and others

Machine Learning, Cryptography and Security

Reconstruction of Privacy-Sensitive Data from Protected Templates

8 May 2019 by Shideh Rezaeifar and others at

University of Geneva

Machine Learning, Cryptography and Security

Defending against adversarial attacks by randomized diversification

1 April 2019 by Olga Taran and others

Machine Learning, Cryptography and Security

Clonability of anti-counterfeiting printable graphical codes: a machine learning approach

18 March 2019 by Olga Taran and others

Cryptography and Security, Machine Learning

Defending Against Adversarial Attacks by Randomized Diversification

1 January 2019 by Olga Taran and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Classification by Re-generation: Towards Classification Based on Variational Inference

10 September 2018 by Shideh Rezaeifar and others at

University of Geneva

Computer Vision and Pattern Recognition

Bridging machine learning and cryptography in defence against adversarial attacks

5 September 2018 by Olga Taran and others at

University of Geneva

Cryptography and Security, Machine Learning

Privacy Preserving Identification Using Sparse Approximation with Ambiguization

29 September 2017 by Behrooz Razeghi and others

Cryptography and Security, Machine Learning

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Articles by Olga Taran