Zilverling

S.C. Dummer MSc (Sven)

Onderzoeker
EEMCS-AM-MIA
Zilverling 2110
s.c.dummer@utwente.nl
+31534898812
Visitekaartje

Expertises

  • Engineering

    • Defocus Blur
    • Large Deformation
    • Metrics

  • Computer Science

    • Regularization
    • Neural Representation
    • Models
    • Periodic Behavior

  • Earth and Planetary Sciences

    • Coder

Organisaties

Publicaties

2025

RONOM: 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_31

2024

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations (2024)SIAM journal on imaging sciences, 17(4), 2302 - 2330. Dummer, S., Brune, C. & Strisciuglio, N.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.Generative modeling of living cells with SO(3)-equivariant implicit neural representations (2024)Medical image analysis, 91. Article 102991. Wiesner, D., Suk, J., Dummer, S., Nečasová, T., Ulman, V., Svoboda, D. & Wolterink, J. M.https://doi.org/10.1016/j.media.2023.102991

2023

Discovering efficient periodic behaviors in mechanical systems via neural approximators (2023)Optimal Control Applications and Methods, 44(6), 3052-3079. Wotte, Y. P., Dummer, S., Botteghi, N., Brune, C., Stramigioli, S. & Califano, F.https://doi.org/10.1002/oca.3025Riemannian Shape Manifold Learning with Applications to Biological Data (2023)[Contribution to conference › Poster] EEMCS Research Networking Day 2023. Dummer, S., Strisciuglio, N. & Brune, C.Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space (2023)[Working paper › Preprint]. ArXiv.org. Mazilu, I., Wang, S., Dummer, S., Veldhuis, R., Brune, C. & Strisciuglio, N.https://doi.org/10.48550/arXiv.2307.15461

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Adres

Universiteit Twente

Zilverling (gebouwnr. 11), kamer 2067
Hallenweg 19
7522 NH Enschede

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Universiteit Twente

Zilverling (gebouwnr. 11), kamer 2110
Hallenweg 19
7522 NH Enschede

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Organisaties

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