Complex Gated Recurrent Neural Networks M Wolter, A Yao Advances in Neural Information Processing Systems 2018, 2018 | 69 | 2018 |
Wavelet-Packets for Deepfake Image Analysis and Detection M Wolter, F Blanke, R Heese, J Garcke Machine Learning, 1-33, 2022 | 39* | 2022 |
Feature selection on quantum computers S Mücke, R Heese, S Müller, M Wolter, N Piatkowski Quantum Machine Intelligence 11, 2023 | 30* | 2023 |
Quantum Circuit Evolution on NISQ Devices L Franken, B Georgiev, S Muecke, M Wolter, N Piatkowski, C Bauckhage 2022 IEEE Congress on Evolutionary Computation, 2022 | 18* | 2022 |
Adaptive wavelet pooling for convolutional neural networks M Wolter, J Garcke International Conference on Artificial Intelligence and Statistics, 1936-1944, 2021 | 16 | 2021 |
Sequence Prediction using Spectral RNNs M Wolter, J Gall, A Yao 29th International Conference on Artificial Neural Networks (ICANN), 2020 | 12* | 2020 |
Predictive analytics in quality assurance for assembly processes: Lessons learned from a case study at an industry 4.0 demonstration cell P Burggraef, J Wagner, B Heinbach, F Steinberg, L Schmallenbach, ... Procedia CIRP 104, 641-646, 2021 | 11 | 2021 |
Neural network compression via learnable wavelet transforms M Wolter, S Lin, A Yao 29th International Conference on Artificial Neural Networks (ICANN), 2020 | 11* | 2020 |
Where Can I Help? Human-Aware Placement of Service Robots L Bruckschen, K Bungert, M Wolter, S Krumpen, M Weinmann, R Klein, ... International Symposium on Robot and HumanInteractive Communication, 2020 | 9 | 2020 |
Frequency domain methods in recurrent neural networks for sequential data processing M Wolter Universitäts-und Landesbibliothek Bonn, 2021 | 6 | 2021 |
On the effects of biased quantum random numbers on the initialization of artificial neural networks R Heese, M Wolter, S Mücke, L Franken, N Piatkowski Machine Learning 113 (3), 1189-1217, 2024 | 4 | 2024 |
Canonical convolutional neural networks L Veeramacheneni, M Wolter, R Klein, J Garcke 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 3 | 2022 |
Unsupervised and generic short-term anticipation of human body motions K Enes, H Errami, M Wolter, T Krake, B Eberhardt, A Weber, ... Sensors 20 (4), 976, 2020 | 3 | 2020 |
Towards generalizing deep-audio fake detection networks K Gasenzer, M Wolter Transactions on Machine Learning Research, 2024 | 2 | 2024 |
Object-centered Fourier Motion Estimation and Segment-Transformation Prediction M Wolter, A Yao, S Behnke 28th European Symposium on Artificial Neural Networks, Computational …, 2020 | 2 | 2020 |
Building an end-to-end speech recognizer M Wolter https://www.esat.kuleuven.be/psi/speech/master_theses/archive/wolter-thes17.pdf, 2017 | 2 | 2017 |
Chronicling Germany: An Annotated Historical Newspaper Dataset C Schultze, N Kerkfeld, K Kuebart, P Weber, M Wolter, F Selgert arXiv preprint arXiv:2401.16845, 2024 | 1* | 2024 |
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation L Veeramacheneni, M Wolter, H Kuehne, J Gall arXiv preprint arXiv:2312.15289, 2023 | 1* | 2023 |
Rethinking temporal self-similarity for repetitive action counting Y Luo, J Yi, YA Farha, M Wolter, J Gall arXiv preprint arXiv:2407.09431, 2024 | | 2024 |
ptwt-The PyTorch Wavelet Toolbox M Wolter, F Blanke, J Garcke, CT Hoyt Journal of Machine Learning Research 25 (80), 1-7, 2024 | | 2024 |