Research output per year
Research output per year
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Dive into the research topics where Sven Dummer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Deep Learning with Infinite-Dimensional Priors
Dummer, S., 25 Mar 2026, Enschede: University of Twente. 292 p.Research output: Thesis › PhD Thesis - Research UT, graduation UT
Open AccessFile207 Downloads (Pure) -
RONOM: Reduced-Order Neural Operator Modeling
Dummer, S., Ye, D. & Brune, C., Jun 2026, In: SIAM journal on scientific computing. 48, 3, p. C604-C634Research output: Contribution to journal › Article › Academic › peer-review
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Joint Manifold Learning and Optimal Transport for Dynamic Imaging
Dummer, S., Vaish, P. & Brune, C., 17 May 2025, ArXiv.org, 12 p.Research output: Working paper › Preprint › Academic
Open AccessFile13 Downloads (Pure) -
Joint Manifold Learning and Optimal Transport for Dynamic Imaging
Dummer, S., Vaish, P. & Brune, C., 17 May 2025, Scale Space and Variational Methods in Computer Vision - 10th International Conference, SSVM 2025, Proceedings. Bubba, T. A., Gaburro, R., Gazzola, S., Papafitsoros, K., Pereyra, M. & Schönlieb, C.-B. (eds.). Springer, p. 400-411 12 p. (Lecture Notes in Computer Science; vol. 15667 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)36 Downloads (Pure) -
Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging
Garzia, S., Rygiel, P., Dummer, S., Cademartiri, F., Celi, S. & Wolterink, J. M., 29 Apr 2025, (E-pub ahead of print/First online) 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. Camara, O., Puyol-Antón, E., Sermesant, M., Suinesiaputra, A., Zhao, J., Wang, C., Tao, Q. & Young, A. (eds.). 1 ed. Cham: Springer, p. 378-389 12 p. (Lecture Notes in Computer Science; vol. 15448 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)178 Downloads (Pure)
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Geometry-grounded Representation Learning and Generative Modeling, GRaM 2024 (Event)
Dummer, S. (Reviewer)
27 Jul 2024Activity: Publication peer-review and editorial work › Publication Peer-review
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SEARCH – searching for the perfect one!
Dummer, S. (Speaker), Wang, S. (Speaker), Bugakova, D. (Speaker), Strisciuglio, N. (Speaker), Brune, C. (Contributor), Segerink, L. I. (Contributor) & Loessberg-Zahl, J. T. (Contributor)
21 Sept 2023Activity: Talk or presentation › Oral presentation
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Geometry-based manifold learning with a focus on biological shape data
Dummer, S. (Speaker)
9 Nov 2023Activity: Talk or presentation › Oral presentation