Zilverling

dr. S.C. Dummer (Sven)

Researcher
EEMCS-AM-MIA
Zilverling 2067
s.c.dummer@utwente.nl
+31534898812
Business card

Expertise

  • Computer Science

    • Implicit Neural Representation
    • Neural Network
    • Distance Function
    • Signed Distance
    • Neural Operator
    • Periodic Motion

  • Mathematics

    • Deep Learning Method
    • Riemannian Geometry

Organisations

Publications

2026

RONOM: Reduced-Order Neural Operator Modeling (2026)SIAM journal on scientific computing, 48(3), C604-C634. Dummer, S., Ye, D. & Brune, C.https://doi.org/10.1137/25M1777700Deep Learning with Infinite-Dimensional Priors (2026)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Dummer, S.https://doi.org/10.3990/1.9789036570534

2025

Vector-Valued Reproducing Kernel Banach Spaces for Neural Networks and Operators (2025)[Working paper › Preprint]. ArXiv.org. Dummer, S., Heeringa, T. J. & Iglesias, J. A.https://doi.org/10.48550/arXiv.2509.26371RONOM: Reduced-Order Neural Operator Modeling (2025)[Working paper › Preprint]. ArXiv.org. Dummer, S., Ye, D. & Brune, C.https://doi.org/10.48550/arXiv.2507.12814Joint Manifold Learning and Optimal Transport for Dynamic Imaging (2025)[Working paper › Preprint]. ArXiv.org. Dummer, S., Vaish, P. & Brune, C.https://doi.org/10.48550/arXiv.2505.11913Joint Manifold Learning and Optimal Transport for Dynamic Imaging (2025)In Scale Space and Variational Methods in Computer Vision - 10th International Conference, SSVM 2025, Proceedings (pp. 400-411) (Lecture Notes in Computer Science; Vol. 15667 LNCS). Springer. Dummer, S., Vaish, P. & Brune, C.https://doi.org/10.1007/978-3-031-92366-1_31Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging (2025)In Statistical Atlases and Computational Models of the Heart. Workshop, CMRxRecon and MBAS Challenge Papers. - 15th International Workshop, STACOM 2024, Held in Conjunction with MICCAI 2024, Revised Selected Papers: 15th International Workshop, STACOM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Revised Selected Papers (pp. 378-389) (Lecture Notes in Computer Science; Vol. 15448 LNCS). Springer (E-pub ahead of print/First online). Garzia, S., Rygiel, P., Dummer, S., Cademartiri, F., Celi, S. & Wolterink, J. M.https://doi.org/10.1007/978-3-031-87756-8_37

2024

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations (2024)SIAM journal on imaging sciences, 17(4), 2302-2330. Dummer, S., Strisciuglio, N. & Brune, C.https://doi.org/10.1137/24M1644730Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging (2024)[Working paper › Preprint]. ArXiv.org. Garzia, S., Rygiel, P., Dummer, S., Cademartiri, F., Celi, S. & Wolterink, J. M.https://doi.org/10.48550/arXiv.2407.20728Rda-Inr: Riemannian Diffeomorphic Autoencoding Via Implicit Neural Representations (2024)[Contribution to conference › Poster] SIAM Conference on Imaging Science, IS 2024. Dummer, S., Strisciuglio, N. & Brune, C.

Research profiles

Courses academic year 2026/2027

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2025/2026

Address

University of Twente

Zilverling (building no. 11), room 2067
Hallenweg 19
7522 NH Enschede
Netherlands

Navigate to location

Organisations

QR codeScan the QR code or
Download vCard