Search Results for author: Maksim Kuznetsov

Found 3 papers, 1 papers with code

nach0: Multimodal Natural and Chemical Languages Foundation Model

no code implementations21 Nov 2023 Micha Livne, Zulfat Miftahutdinov, Elena Tutubalina, Maksim Kuznetsov, Daniil Polykovskiy, Annika Brundyn, Aastha Jhunjhunwala, Anthony Costa, Alex Aliper, Alex Zhavoronkov

Large Language Models (LLMs) have substantially driven scientific progress in various domains, and many papers have demonstrated their ability to tackle complex problems with creative solutions.

named-entity-recognition Named Entity Recognition +1

MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation

no code implementations3 Feb 2021 Maksim Kuznetsov, Daniil Polykovskiy

We propose a hierarchical normalizing flow model for generating molecular graphs.

A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models

1 code implementation NeurIPS 2019 Maksim Kuznetsov, Daniil Polykovskiy, Dmitry Vetrov, Alexander Zhebrak

Previous works show that the richer family of prior distributions may help to avoid the mode collapse problem in GANs and to improve the evidence lower bound in VAEs.

Audio Synthesis

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