Inhibited Softmax for Uncertainty Estimation in Neural Networks. - Marcin Mozejko; Mateusz Susik; Rafal Karczewski (CoRR, 2018)

On the Generalization of Equivariant Graph Neural Networks. - Rafal Karczewski; Amauri H. Souza; Vikas Garg 001 (ICML, 2024)

What Ails Generative Structure-based Drug Design: Too Little or Too Much Expressivity? - Rafal Karczewski; Samuel Kaski; Markus Heinonen; Vikas Garg 001 (CoRR, 2024)

What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? - Rafal Karczewski; Samuel Kaski; Markus Heinonen; Vikas K. Garg 001 (AISTATS, 2025)

Diffusion Models as Cartoonists: The Curious Case of High Density Regions. - Rafal Karczewski; Markus Heinonen; Vikas Garg 001 (ICLR, 2025)

Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models. - Rafal Karczewski; Markus Heinonen; Vikas Garg 001 (CoRR, 2025)

Spacetime Geometry of Denoising in Diffusion Models. - Rafal Karczewski; Markus Heinonen; Alison Pouplin; Søren Hauberg; Vikas Garg 001 (CoRR, 2025)