no code implementations • 11 Oct 2023 • Mikołaj Sacha, Michał Sadowski, Piotr Kozakowski, Ruard van Workum, Stanisław Jastrzębski
Retrosynthesis involves determining a sequence of reactions to synthesize complex molecules from simpler precursors.
no code implementations • 16 Aug 2023 • Mikołaj Sacha, Bartosz Jura, Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński
Prototypical parts-based networks are becoming increasingly popular due to their faithful self-explanations.
1 code implementation • 28 Jan 2023 • Mikołaj Sacha, Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński
We introduce ProtoSeg, a novel model for interpretable semantic image segmentation, which constructs its predictions using similar patches from the training set.
1 code implementation • 27 Jun 2020 • Mikołaj Sacha, Mikołaj Błaż, Piotr Byrski, Paweł Dąbrowski-Tumański, Mikołaj Chromiński, Rafał Loska, Paweł Włodarczyk-Pruszyński, Stanisław Jastrzębski
The central challenge in automated synthesis planning is to be able to generate and predict outcomes of a diverse set of chemical reactions.
Ranked #16 on Single-step retrosynthesis on USPTO-50k