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
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
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
Building Detection from Satellite Imagery Using a Composite Loss Function
June 2018
S. Golovanov, R. Kurbanov, A. Artamonov, A. Davydow, S. Nikolenko
CVPR Workshop