Karczewski, Rafal

5 publications

ICLR 2026 The Spacetime of Diffusion Models: An Information Geometry Perspective Rafal Karczewski, Markus Heinonen, Alison Pouplin, Søren Hauberg, Vikas K Garg

ICML 2025 Devil Is in the Details: Density Guidance for Detail-Aware Generation with Flow Models Rafal Karczewski, Markus Heinonen, Vikas K Garg

ICLR 2025 Diffusion Models as Cartoonists: The Curious Case of High Density Regions Rafal Karczewski, Markus Heinonen, Vikas Garg

AISTATS 2025 What Ails Generative Structure-Based Drug Design: Expressivity Is Too Little or Too Much? Rafal Karczewski, Samuel Kaski, Markus Heinonen, Vikas K Garg

ICML 2024 On the Generalization of Equivariant Graph Neural Networks Rafal Karczewski, Amauri H Souza, Vikas Garg