Expertise
Computer Science
- Neural Representation
- Regularization
- Models
- Distance Function
- Gradient Descent Method
- Periodic Behavior
- Signed Distance
Engineering
- Defocus Blur
Organisations
Publications
2024
Rda-Inr: Riemannian Diffeomorphic Autoencoding Via Implicit Neural Representations. Dummer, S., Strisciuglio, N. & Brune, C.Generative modeling of living cells with SO(3)-equivariant implicit neural representations, 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, 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. Dummer, S., Strisciuglio, N. & Brune, C.Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space. ArXiv.org. Mazilu, I., Wang, S., Dummer, S., Veldhuis, R., Brune, C. & Strisciuglio, N.https://doi.org/10.48550/arXiv.2307.15461RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations, 1-26. ArXiv.org. Dummer, S., Brune, C. & Strisciuglio, N.https://arxiv.org/abs/2305.12854Rda-inr: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations. ArXiv.org. Dummer, S., Strisciuglio, N. & Brune, C.https://doi.org/10.48550/arXiv.2305.12854Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent SpaceIn Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings (pp. 201-211). Springer. Mazilu, I., Wang, S., Dummer, S., Veldhuis, R., Brune, C. & Strisciuglio, N.https://doi.org/10.1007/978-3-031-44240-7_20
2022
Discovering Efficient Periodic Behaviours in Mechanical Systems via Neural Approximators. ArXiv.org. Wotte, Y., Dummer, S., Botteghi, N., Brune, C., Stramigioli, S. & Califano, F.https://doi.org/10.48550/arXiv.2212.14253Structure preserving implicit shape encoding via flow regularization. Dummer, S., Strisciuglio, N. & Brune, C.https://openreview.net/pdf?id=YcjlgyX_Ur1
Research profiles
Courses academic year 2023/2024
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 2022/2023
Address
![](https://1348661504.rsc.cdn77.org/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
University of Twente
Zilverling (building no. 11), room 2110
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 2110
P.O. Box 217
7500 AE Enschede
Netherlands