Kacper Kapusniak

According to our database, Kacper Kapusniak authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models.

Kacper Kapusniak, Cristian Gabellini, Michael M. Bronstein, Prudencio Tossou, Francesco Di Giovanni

CoRR, September, 2025

Curly Flow Matching for Learning Non-gradient Field Dynamics.

Katarina Petrovic, Lazar Atanackovic, Viggo Moro, Kacper Kapusniak, Ismail Ilkan Ceylan, Michael M. Bronstein, Joey Bose, Alexander Tong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Metric Flow Matching for Smooth Interpolations on the Data Manifold.

Kacper Kapusniak, Peter Potaptchik, Teodora Reu, Leo Zhang, Alexander Tong, Michael M. Bronstein, Avishek Joey Bose, Francesco Di Giovanni

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs.

Kacper Kapusniak, Manuel Burger, Gunnar Rätsch, Amir Joudaki

CoRR, 2023