Pawel Skiers

According to our database, Pawel Skiers authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

ELROND: Exploring and decomposing intrinsic capabilities of diffusion models.

Pawel Skiers, Tomasz Trzcinski, Kamil Deja

CoRR, February, 2026

2025

JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare.

Joanna Kaleta, Pawel Skiers, Jan Dubinski, Przemyslaw Korzeniowski, Tomasz Trzcinski, Jakub M. Tomczak, Kamil Deja

Comput. Medical Imaging Graph., 2025

Joint Diffusion Models in Continual Learning.

Pawel Skiers, Kamil Deja

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Mediffusion: Joint Diffusion for Self-Explainable Semi-Supervised Classification and Medical Image Generation.

Joanna Kaleta, Pawel Skiers, Jan Dubinski, Przemyslaw Korzeniowski, Kamil Deja

CoRR, 2024

Symbotunes: unified hub for symbolic music generative models.

Pawel Skiers, Maksymilian Lazarski, Michal Kopec, Mateusz Modrzejewski

CoRR, 2024