| Connections between numerical algorithms for PDEs and neural networks T Alt, K Schrader, M Augustin, P Peter, J Weickert Journal of Mathematical Imaging and Vision 65 (1), 185-208, 2023 | 17 | 2023 |
| Learning sparse masks for diffusion-based image inpainting T Alt, P Peter, J Weickert Iberian Conference on Pattern Recognition and Image Analysis, 528-539, 2022 | 16 | 2022 |
| Translating diffusion, wavelets, and regularisation into residual networks T Alt, J Weickert, P Peter arXiv preprint arXiv:2002.02753, 2020 | 12 | 2020 |
| Translating numerical concepts for PDEs into neural architectures T Alt, P Peter, J Weickert, K Schrader International Conference on Scale Space and Variational Methods in Computer …, 2021 | 10 | 2021 |
| Learning a generic adaptive wavelet shrinkage function for denoising T Alt, J Weickert ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
| CNN-based Euler’s elastica inpainting with deep energy and deep image prior K Schrader, T Alt, J Weickert, M Ertel 2022 10th European Workshop on Visual Information Processing (EUVIP), 1-6, 2022 | 5 | 2022 |
| Designing rotationally invariant neural networks from PDEs and variational methods T Alt, K Schrader, J Weickert, P Peter, M Augustin Research in the Mathematical Sciences 9 (3), 52, 2022 | 5 | 2022 |
| JPEG meets PDE-based Image Compression S Andris, J Weickert, T Alt, P Peter 2021 Picture Coding Symposium (PCS), 1-5, 2021 | 4 | 2021 |
| Deep spatial and tonal data optimisation for homogeneous diffusion inpainting P Peter, K Schrader, T Alt, J Weickert Pattern Analysis and Applications 26 (4), 1585-1600, 2023 | 3 | 2023 |
| Learning integrodifferential models for image denoising T Alt, J Weickert ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 2 | 2021 |
| Learning Sparse Masks for Diffusion-based Image Inpainting T Alt, P Peter, J Weickert arXiv preprint arXiv:2110.02636, 2021 | 1 | 2021 |
| Connecting mathematical models for image processing and neural networks T Alt-Veit Saarländische Universitäts-und Landesbibliothek, 2022 | | 2022 |
| Compressing Colour Images with Joint Inpainting and Prediction R Mohideen Kaja Mohideen, P Peter, T Alt, J Weickert, A Scheer arXiv e-prints, arXiv: 2010.09866, 2020 | | 2020 |
Joachim WeickertProfessor of Mathematics and Computer Science, Saarland UniversityVerified email at mia.uni-saarland.de
