3 papers
cs.LG2025
Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
Michal Sadowski, Tadija RadusinoviÄ, Maria Wyrzykowska +7
Retrosynthesis is one of the domains transformed by the rise of generative models, and it is one where the problem of nonsensical or erroneous outputs (hallucinations) is particula…
cs.LG2025
GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace
MikoÅaj Sacha, Hammad Jafri, Mattie Terzolo +2
Recommending matches in a text-rich, dynamic two-sided marketplace presents unique challenges due to evolving content and interaction graphs. We introduce GraphMatch, a new large-s…
cs.CV2025
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
MikoÅaj Sacha, Dawid Rymarczyk, Åukasz Struski +2
We introduce ProtoSeg, a novel model for interpretable semantic image segmentation, which constructs its predictions using similar patches from the training set. To achieve accurac…