Filip Ekström Kelvinius

According to our database, Filip Ekström Kelvinius authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Generating Symmetric Materials using Latent Flow Matching.

Anmar Karmush, Cedric Mathieu Brandenburg, Soheil Ershadrad, Johanna Rosen, Michael Felsberg, Filip Ekström Kelvinius

CoRR, May, 2026

2025

WyckoffDiff - A Generative Diffusion Model for Crystal Symmetry.

Filip Ekström Kelvinius, Oskar B. Andersson, Abhijith S. Parackal, Dong Qian, Rickard Armiento, Fredrik Lindsten

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo.

Filip Ekström Kelvinius, Zheng Zhao, Fredrik Lindsten

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Discriminator Guidance for Autoregressive Diffusion Models.

Filip Ekström Kelvinius, Fredrik Lindsten

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Accelerating Molecular Graph Neural Networks via Knowledge Distillation.

Filip Ekström Kelvinius, Dimitar Georgiev, Artur P. Toshev, Johannes Gasteiger

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023