Publications - iMak AI Lab

Multi-armed bandits convergence acceleration using cluster normalizations

Victoria Strenadko, Dmitrii Kiselev, Ilya Makarov

IEEE Access•July 2026

Recommender Systems RL IEEE Access

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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

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Bridging Global Climate Solutions and Local Realities: Evaluating Neural Networks for High-Resolution Downscaling

Daria Taniushkina, Aleksander Lukashevich, Valeriy Shevchenko, Daniil Sukhorukov, Yulia Melkozerova, Vladislav Pedashenko,

IEEE Access•March 2026

climate Downscaling weather IEEE Access

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B3Emo: Quantifying Affect as a Double-Edged Sword in Strategic LLM Interactions

Aleksei Stepin, Mikhail Mozikov, Artyom Kabanov, Vladimir Kubasov, Rustam Akimov, Ivan Nasonov,

IEEE Access•March 2026

LLM Affective Computing Game Theory Alignment IEEE Access

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Adversarial Training and Contrastive Loss: Addressing Biases in Non-Topical Classification and Text Regression Tasks

Mikhail Lepekhin, Serge Sharoff, Ilya Makarov

IEEE Access•March 2026

NLP Text Classification Contrastive Learning Trustworthy AI IEEE Access

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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

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LCRM: A Linear-Camera Dataset for Road Marking Segmentation and Damage Evaluation

Ilya Makarov, Nikita Sidelnikov, Daniil Storonkin, Eugene Kapustin, Alexander Karandeev, Alexey Maslov,

IEEE Access•September 2025

DOI: https://doi.org/10.1109/ACCESS.2025.3612491

Dataset CV Image Segmentation Road Infrastructure IEEE Access

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Optimizing state monitoring with domain degradation knowledge

Dmitry Zhevnenko, Ilya Makarov

IEEE Access•May 2025

DOI: https://doi.org/10.1109/ACCESS.2025.3573683

predictive maintenance RUL Industrial AI IEEE Access

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SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis

Petr Ivanov, Maria Shtark, Alexander Kozhevnikov, Maksim Golyadkin, Dmitry Botov, Ilya Makarov

IEEE Access•February 2025

DOI: https://doi.org/10.1109/ACCESS.2025.3537649

Anomaly Detection Fault Diagnosis Active Learning Industrial AI IEEE Access

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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

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