Expertises
Computer Science
- Neural Representation
- Regularization
- Models
- Distance Function
- Gradient Descent Method
- Periodic Behavior
- Signed Distance
Engineering
- Defocus Blur
Organisaties
Publicaties
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
Onderzoeksprofielen
Vakken collegejaar 2023/2024
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Vakken collegejaar 2022/2023
Adres
![](/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 2110
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 2110
Postbus 217
7500 AE Enschede