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Moritz Wolter
Moritz Wolter
High Performance Computing and Analytics Lab, Bonn University
Bestätigte E-Mail-Adresse bei cs.uni-bonn.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Complex Gated Recurrent Neural Networks
M Wolter, A Yao
Advances in Neural Information Processing Systems 2018, 2018
68*2018
Wavelet-Packets for Deepfake Image Analysis and Detection
M Wolter, F Blanke, R Heese, J Garcke
Machine Learning, 1-33, 2022
33*2022
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
17*2022
Adaptive wavelet pooling for convolutional neural networks
M Wolter, J Garcke
International Conference on Artificial Intelligence and Statistics, 1936-1944, 2021
162021
Feature selection on quantum computers
S Mücke, R Heese, S Müller, M Wolter, N Piatkowski
Quantum Machine Intelligence 11, 2023
122023
Neural network compression via learnable wavelet transforms
M Wolter, S Lin, A Yao
29th International Conference on Artificial Neural Networks (ICANN), 2020
12*2020
Sequence Prediction using Spectral RNNs
M Wolter, J Gall, A Yao
29th International Conference on Artificial Neural Networks (ICANN), 2020
11*2020
Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell
P Burggräf, J Wagner, B Heinbach, F Steinberg, L Schmallenbach, ...
Procedia CIRP 104, 641-646, 2021
92021
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
92020
Frequency domain methods in recurrent neural networks for sequential data processing
M Wolter
Universitäts-und Landesbibliothek Bonn, 2021
62021
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
32020
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, 1-29, 2024
22024
Canonical convolutional neural networks
L Veeramacheneni, M Wolter, R Klein, J Garcke
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
22022
Object-centered Fourier Motion Estimation and Segment-Transformation Prediction
M Wolter, A Yao, S Behnke
28th European Symposium on Artificial Neural Networks, Computational …, 2020
22020
Building an end-to-end speech recognizer
M Wolter
https://www.esat.kuleuven.be/psi/speech/master_theses/archive/wolter-thes17.pdf, 2017
22017
Towards generalizing deep-audio fake detection networks
K Gasenzer, M Wolter
Transactions on Machine Learning Research, 2024
12024
Reading yesterday's news. Layout recognition by segmentation of historical newspaper pages
C Schultze, N Kerkfeld, K Kuebart, P Weber, M Wolter, F Selgert
arXiv preprint arXiv:2401.16845, 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
Wavelet Packet Power Spectrum Kullback-Leibler Divergence: A New Metric for Image Synthesis
L Veeramacheneni, M Wolter, J Gall
arXiv preprint arXiv:2312.15289, 2023
2023
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