Rauf Kurbanov

Rauf Kurbanov


Research Groups

Biography

PhD student at the Saint Petersburg Academic University since 2017. TA on Deep Learning course at the SPbAU.

Rauf's research interests include AI, deep learning and highly effective production friendly models.

Publications

Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning

November 2019

Sergey Golovanov, Alexander Tselousov, Rauf Kurbanov, Sergey I. Nikolenko

The NeurIPS '18 Competition

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Large-scale transfer learning for natural language generation

July 2019

Sergey Golovanov, Rauf Kurbanov, Sergey Nikolenko, Kyryl Truskovskyi, Alexander Tselousov, Thomas Wolf

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

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Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

November 2018

Daniil Polykovskiy, Alexander Zhebrak, Benjamin Sanchez-Lengeling, Sergey Golovanov, Oktai Tatanov, Stanislav Belyaev, Rauf Kurbanov, Aleksey Artamonov, Vladimir Aladinskiy, Mark Veselov, Artur Kadurin, Sergey Nikolenko, Alan Aspuru-Guzik, Alex Zhavoronkov

arXiv preprint

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Building Detection from Satellite Imagery Using a Composite Loss Function

June 2018

S. Golovanov, R. Kurbanov, A. Artamonov, A. Davydow, S. Nikolenko

CVPR Workshop

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