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Publications

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Publications by: Ilya Makarov

2026

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

2025

Poster: Car2Vec: Task-Agnostic Latent Embeddings from CAN Bus for Efficient V2X Communication

Aleksandr Kovalenko, Ahmad Ahmad, Alexander Karandeev, Alexey Maslov, Dmitry Zhevnenko, Ilya Makarov

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking•November 2025

DOI: https://doi.org/10.1145/3680207.3765701

V2X SSL Contrastive Learning Representation Learning MobiCom