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Publications

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Publications by: Ilya Makarov

2026

RuSignBot: Russian Sign Language Synthesis via Customized MimicMotion

Daria Bondarenko, Emilia Bojarskaja, Maxim Novopoltsev, Aleksandr Tulenkov, Ruslan Murtazin, Iuliia Zemtsova,

Second Workshop on Language Models for Underserved Communities (LM4UC)•2026

Generative AI Sign Language Russian Low-Resource Languages CV

2026

Degradation Trajectory Retrieval and Diffusion-Based Fault Generation

Dmitry Zhevnenko, Mikhail Zaytsev, Ilya Makarov

IEEE Access•July 2026

predictive maintenance Diffusion Models Generative AI Fault Diagnosis IEEE Access

2026

Inspectable Control for Structure-Preserving Software Regeneration

Alexey Gavrilov, Alan-Barsag Gazzaev, Mikhail Mozikov, Ilya Makarov, Sergey Muravyov

Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering (FSE Companion)•July 2026

DOI: https://doi.org/10.1145/3803437.3807386

Software Engineering LLM Generative AI FSE

2026

Sensor-Aware Multi-Region Adversarial UNet for Downscaling Weather Fields

Daniil Sukhorukov, Andrei Zakharov, Ilya Makarov

2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems - Posters and Demos (SenSys-Adjunct)•May 2026

weather Downscaling Generative AI Remote Sensing SenSys

2026

QuantFit-VTON: A Measurement-Conditioned Diffusion Model for Predictable Garment Fit

Mikhail Nikolaev, Roman Lisov, Ilya Makarov

IEEE Access•February 2026

Diffusion Models Generative AI CV Virtual Try-On IEEE Access

2025

ATGen: A Framework for Active Text Generation

Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun, Ivan Lysenko, Talgat Bektleuov, Aleksandr Medvedev,

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics•July 2025

NLP Active Learning Generative AI Uncertainty Estimation ACL

2025

Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset

Maksim Golyadkin, Ianis Plevokas, Ilya Makarov

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)•February 2025

DOI: https://doi.org/10.1109/WACV61041.2025.00545

Manga & Anime Generative AI CV Dataset WACV

Related project: Manga colorization and anime generation

2025

Advancing Sequential Manga Colorization for AR through Data Synthesis

Maksim Golyadkin, Sergey Saraev, Ilya Makarov

IEEE Access•January 2025

DOI: https://doi.org/10.1109/ACCESS.2025.3526882

Manga & Anime Generative AI CV IEEE Access

Related project: Manga colorization and anime generation