Implicit Neural Representations for Generative Modeling of Living Cell Shapes. - David Wiesner; Julian Suk; Sven Dummer; David Svoboda; Jelmer M. Wolterink (MICCAI (4), 2022)

Discovering Efficient Periodic Behaviours in Mechanical Systems via Neural Approximators. - Yannik P. Wotte; Sven Dummer; Nicolò Botteghi; Christoph Brune; Stefano Stramigioli; Federico Califano (CoRR, 2022)

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space. - Ioana Mazilu; Shunxin Wang; Sven Dummer; Raymond N. J. Veldhuis; Christoph Brune; Nicola Strisciuglio (CAIP (2), 2023)

RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations. - Sven Dummer; Nicola Strisciuglio; Christoph Brune (CoRR, 2023)

Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular Imaging. - Simone Garzia; Patryk Rygiel; Sven Dummer; Filippo Cademartiri; Simona Celi; Jelmer M. Wolterink (CMRxRecon/MBAS/STACOM@MICCAI, 2024)

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations. - Sven Dummer; Nicola Strisciuglio; Christoph Brune (SIAM J. Imaging Sci., 2024)

Generative modeling of living cells with SO(3)-equivariant implicit neural representations. - David Wiesner; Julian Suk; Sven Dummer; Tereza Necasová; Vladimír Ulman; David Svoboda; Jelmer M. Wolterink (Medical Image Anal., 2024)

Joint Manifold Learning and Optimal Transport for Dynamic Imaging. - Sven Dummer; Puru Vaish; Christoph Brune (SSVM (1), 2025)

RONOM: Reduced-Order Neural Operator Modeling. - Sven Dummer; Dongwei Ye; Christoph Brune (CoRR, 2025)