Rafal Karczewski

According to our database, Rafal Karczewski authored at least 7 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Spacetime Geometry of Denoising in Diffusion Models.

Rafal Karczewski, Markus Heinonen, Alison Pouplin, Søren Hauberg, Vikas Garg

CoRR, May, 2025

Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models.

Rafal Karczewski, Markus Heinonen, Vikas Garg

CoRR, February, 2025

Diffusion Models as Cartoonists: The Curious Case of High Density Regions.

Rafal Karczewski, Markus Heinonen, Vikas Garg

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much?

Rafal Karczewski, Samuel Kaski, Markus Heinonen, Vikas K. Garg

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

What Ails Generative Structure-based Drug Design: Too Little or Too Much Expressivity?

Rafal Karczewski, Samuel Kaski, Markus Heinonen, Vikas Garg

CoRR, 2024

On the Generalization of Equivariant Graph Neural Networks.

Rafal Karczewski, Amauri H. Souza, Vikas Garg

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2018

Inhibited Softmax for Uncertainty Estimation in Neural Networks.

Marcin Mozejko, Mateusz Susik, Rafal Karczewski

CoRR, 2018