Sven Dummer

15 papers Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Joint Manifold Learning and Optimal Transport for Dynamic Imaging.
SSVM (1)
Sven Dummer, Puru Vaish, Christoph Brune
2025 J jnl
Joint Manifold Learning and Optimal Transport for Dynamic Imaging.
CoRR
Sven Dummer, Puru Vaish, Christoph Brune
2025 J jnl
RONOM: Reduced-Order Neural Operator Modeling.
CoRR
Sven Dummer, Dongwei Ye, Christoph Brune
2025 J jnl
Vector-Valued Reproducing Kernel Banach Spaces for Neural Networks and Operators.
CoRR
Sven Dummer, Tjeerd Jan Heeringa, José A. Iglesias
2024 J jnl
Generative modeling of living cells with SO(3)-equivariant implicit neural representations.
Medical Image Anal.
David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink
2024 — conf
Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging.
CMRxRecon/MBAS/STACOM@MICCAI
Simone Garzia, Patryk Rygiel, Sven Dummer, Filippo Cademartiri, Simona Celi, Jelmer M. Wolterink
2024 J jnl
Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging.
CoRR
Simone Garzia, Patryk Rygiel, Sven Dummer, Filippo Cademartiri, Simona Celi, Jelmer M. Wolterink
2024 J jnl
RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations.
SIAM J. Imaging Sci.
Sven Dummer, Nicola Strisciuglio, Christoph Brune
2023 — conf
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.
CAIP (2)
Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2023 J jnl
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.
CoRR
Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio
2023 J jnl
Generative modeling of living cells with SO(3)-equivariant implicit neural representations.
CoRR
David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink
2023 J jnl
RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations.
CoRR
Sven Dummer, Nicola Strisciuglio, Christoph Brune
2022 J jnl
Discovering Efficient Periodic Behaviours in Mechanical Systems via Neural Approximators.
CoRR
Yannik P. Wotte, Sven Dummer, Nicolò Botteghi, Christoph Brune, Stefano Stramigioli, Federico Califano
2022 — conf
Implicit Neural Representations for Generative Modeling of Living Cell Shapes.
MICCAI (4)
David Wiesner, Julian Suk, Sven Dummer, David Svoboda, Jelmer M. Wolterink
2022 J jnl
Implicit Neural Representations for Generative Modeling of Living Cell Shapes.
CoRR
David Wiesner, Julian Suk, Sven Dummer, David Svoboda, Jelmer M. Wolterink