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Picture for Maksym Korablyov

Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation

Jun 08, 2021
Emmanuel Bengio, Moksh Jain, Maksym Korablyov, Doina Precup, Yoshua Bengio

* Submitted to NeurIPS 2021 

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DEUP: Direct Epistemic Uncertainty Prediction

Feb 16, 2021
Moksh Jain, Salem Lahlou, Hadi Nekoei, Victor Butoi, Paul Bertin, Jarrid Rector-Brooks, Maksym Korablyov, Yoshua Bengio

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RetroGNN: Approximating Retrosynthesis by Graph Neural Networks for De Novo Drug Design

Nov 25, 2020
Cheng-Hao Liu, Maksym Korablyov, Stanisław Jastrzębski, Paweł Włodarczyk-Pruszyński, Yoshua Bengio, Marwin H. S. Segler

* Machine Learning for Molecules Workshop at NeurIPS 2020 

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Capsule networks for low-data transfer learning

Apr 26, 2018
Andrew Gritsevskiy, Maksym Korablyov

* 11 pages, 10 figures 

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