Polykovskiy, Daniil

8 publications

AAAI 2025 BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning Artem Zholus, Maksim Kuznetsov, Roman Schutski, Rim Shayakhmetov, Daniil Polykovskiy, Sarath Chandar, Alex Zhavoronkov

AAAI 2025 Nach0-Pc: Multi-Task Language Model with Molecular Point Cloud Encoder Maksim Kuznetsov, Airat Valiev, Alex Aliper, Daniil Polykovskiy, Elena Tutubalina, Rim Shayakhmetov, Zulfat Miftahutdinov

AAAI 2021 MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation Maksim Kuznetsov, Daniil Polykovskiy

AISTATS 2020 Deterministic Decoding for Discrete Data in Variational Autoencoders Daniil Polykovskiy, Dmitry Vetrov

NeurIPS 2019 A Prior of a Googol Gaussians: A Tensor Ring Induced Prior for Generative Models Maxim Kuznetsov, Daniil Polykovskiy, Dmitry P Vetrov, Alex Zhebrak

ACML 2018 Concorde: Morphological Agreement in Conversational Models Daniil Polykovskiy, Dmitry Soloviev, Sergey Nikolenko

ACML 2018 Extracting Invariant Features from Images Using an Equivariant Autoencoder Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak

ACML 2018 ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov