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.
Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning
Sergey Golovanov, Alexander Tselousov, Rauf Kurbanov, Sergey I. Nikolenko
Large-scale transfer learning for natural language generation
Sergey Golovanov, Rauf Kurbanov, Sergey Nikolenko, Kyryl Truskovskyi, Alexander Tselousov, Thomas Wolf
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
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
Building Detection from Satellite Imagery Using a Composite Loss Function
S. Golovanov, R. Kurbanov, A. Artamonov, A. Davydow, S. Nikolenko