@article { kinakh2025binary,
    title = { Binary Diffusion Probabilistic Model },
    author = { Kinakh, Vitaliy and Voloshynovskiy, Slava },
    journal = { arXiv preprint arXiv:2501.13915 },
    year = { 2025 }
}

@inproceedings { pulfer2025task,
    title = { Task-Agnostic Attacks Against Vision Foundation Models },
    author = { Pulfer, Brian and Belousov, Yury and Kinakh, Vitaliy and Furon, Teddy and Voloshynovskiy, Slava },
    booktitle = { Proceedings of the Computer Vision and Pattern Recognition Conference },
    pages = { 3570--3581 },
    year = { 2025 }
}

@article { ramunno2025enhancing,
    title = { Enhancing image resolution of solar magnetograms: A latent diffusion model approach },
    author = { Ramunno, Francesco Pio and Massa, Paolo and Kinakh, Vitaliy and Panos, Brandon and Csillaghy, Andr{\'e} and Voloshynovskiy, Slava },
    journal = { Astronomy \& Astrophysics },
    volume = { 698 },
    pages = { A140 },
    year = { 2025 },
    publisher = { EDP Sciences }
}

@article { belousov2025beyond,
    title = { Beyond Classification: Evaluating Diffusion Denoised Smoothing for Security-Utility Trade off },
    author = { Belousov, Yury and Pulfer, Brian and Kinakh, Vitaliy and Voloshynovskiy, Slava },
    journal = { arXiv preprint arXiv:2505.15594 },
    year = { 2025 }
}

@article { oleksiyuk2025transit,
    title = { TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches },
    author = { Oleksiyuk, Ivan and Voloshynovskiy, Svyatoslav and Golling, Tobias },
    journal = { arXiv preprint arXiv:2503.04342 },
    year = { 2025 }
}

@misc { voloshynovskiy2025object,
    title = { Object authentication using digital blueprints and physical fingerprints },
    author = { Voloshynovskiy, Svyatoslav and Taran, Olga and HOLOTYAK, Taras and others },
    year = { 2025 },
    month = { may # "~6" },
    publisher = { Google Patents },
    note = { US Patent 12,293,007 }
}

@article { quetant2025twinturbo,
    title = { TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces },
    author = { Qu{\'e}tant, Guillaume and Molchanov, Pavlo and Voloshynovskiy, Slava },
    journal = { arXiv preprint arXiv:2503.07851 },
    year = { 2025 }
}