Search Results - "Artamonov, Aleksey"

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models by Polykovskiy, Daniil, Zhebrak, Alexander, Sanchez-Lengeling, Benjamin, Golovanov, Sergey, Tatanov, Oktai, Belyaev, Stanislav, Kurbanov, Rauf, Artamonov, Aleksey, Aladinskiy, Vladimir, Veselov, Mark, Kadurin, Artur, Johansson, Simon, Chen, Hongming, Nikolenko, Sergey, Aspuru-Guzik, Alán, Zhavoronkov, Alex

“…Generative models are becoming a tool of choice for exploring the molecular space. These models learn on a large training dataset and produce novel molecular…”
Get full text

Building Detection from Satellite Imagery Using a Composite Loss Function by Golovanov, Sergey, Kurbanov, Rauf, Artamonov, Aleksey, Davydow, Alex, Nikolenko, Sergey

“…In this paper, we present a LinkNet-based architecture with SE-ResNeXt-50 encoder and a novel training strategy that strongly relies on image preprocessing and…”
Get full text

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models by Polykovskiy, Daniil, Zhebrak, Alexander, Sanchez-Lengeling, Benjamin, Golovanov, Sergey, Tatanov, Oktai, Belyaev, Stanislav, Kurbanov, Rauf, Artamonov, Aleksey, Aladinskiy, Vladimir, Veselov, Mark, Kadurin, Artur, Johansson, Simon, Chen, Hongming, Nikolenko, Sergey, Aspuru-Guzik, Alan, Zhavoronkov, Alex

“…Generative models are becoming a tool of choice for exploring the molecular space. These models learn on a large training dataset and produce novel molecular…”
Get full text