Moritz Wolter

According to our database, Moritz Wolter authored at least 26 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Position: More Rigorous Software Engineering Would Improve Reproducibility in Machine Learning Research.

Moritz Wolter, Lokesh Veeramacheneni

CoRR, February, 2025

2024

Towards generalizing deep-audio fake detection networks.

Konstantin Gasenzer, Moritz Wolter

Trans. Mach. Learn. Res., 2024

On the effects of biased quantum random numbers on the initialization of artificial neural networks.

Raoul Heese, Moritz Wolter, Sascha Mücke, Lukas Franken, Nico Piatkowski

Mach. Learn., 2024

ptwt - The PyTorch Wavelet Toolbox.

Moritz Wolter, Felix Blanke, Jochen Garcke, Charles Tapley Hoyt

J. Mach. Learn. Res., 2024

Rethinking temporal self-similarity for repetitive action counting.

Yanan Luo, Jinhui Yi, Yazan Abu Farha, Moritz Wolter, Juergen Gall

CoRR, 2024

Reading yesterday's news. Layout recognition by segmentation of historical newspaper pages.

Christian Schultze, Niklas Kerkfeld, Kara Kuebart, Princilia Weber, Moritz Wolter, Felix Selgert

CoRR, 2024

On the Stability of Neural Segmentation in Radiology.

Moritz Wolter, Lokesh Veeramacheneni, Bettina Baeßler, Ulrike I. Attenberger, Barbara D. Wichtmann

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Feature selection on quantum computers.

Sascha Mücke, Raoul Heese, Sabine Müller, Moritz Wolter, Nico Piatkowski

Quantum Mach. Intell., June, 2023

Wavelet Packet Power Spectrum Kullback-Leibler Divergence: A New Metric for Image Synthesis.

Lokesh Veeramacheneni, Moritz Wolter, Juergen Gall

CoRR, 2023

2022

Wavelet-packets for deepfake image analysis and detection.

Moritz Wolter, Felix Blanke, Raoul Heese, Jochen Garcke

Mach. Learn., 2022

Quantum Feature Selection.

Sascha Mücke, Raoul Heese, Sabine Müller, Moritz Wolter, Nico Piatkowski

CoRR, 2022

Canonical convolutional neural networks.

Lokesh Veeramacheneni, Moritz Wolter, Reinhard Klein, Jochen Garcke

Proceedings of the International Joint Conference on Neural Networks, 2022

Quantum Circuit Evolution on NISQ Devices.

Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Frequency Domain Methods in Recurrent Neural Networks for Sequential Data Processing.

Moritz Wolter

PhD thesis, 2021

Wavelet-Packet Powered Deepfake Image Detection.

Moritz Wolter, Felix Blanke, Charles Tapley Hoyt, Jochen Garcke

CoRR, 2021

Adaptive wavelet pooling for convolutional neural networks.

Moritz Wolter, Jochen Garcke

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Unsupervised and Generic Short-Term Anticipation of Human Body Motions.

Kristina Enes, Hassan Errami, Moritz Wolter, Tim Krake, Bernhard Eberhardt, Andreas Weber, Jörg Zimmermann

Sensors, 2020

Gradient-free quantum optimization on NISQ devices.

Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Nico Piatkowski, Christian Bauckhage

CoRR, 2020

Towards deep neural network compression via learnable wavelet transforms.

Moritz Wolter, Shaohui Lin, Angela Yao

CoRR, 2020

Where Can I Help? Human-Aware Placement of Service Robots.

Lilli Bruckschen, Kira Bungert, Moritz Wolter, Stefan Krumpen, Michael Weinmann, Reinhard Klein, Maren Bennewitz

Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Neural Network Compression via Learnable Wavelet Transforms.

Moritz Wolter, Shaohui Lin, Angela Yao

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Sequence Prediction Using Spectral RNNs.

Moritz Wolter, Jürgen Gall, Angela Yao

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Object-centered Fourier Motion Estimation and Segment-Transformation Prediction.

Moritz Wolter, Angela Yao, Sven Behnke

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2018

Fourier RNNs for Sequence Analysis and Prediction.

Moritz Wolter, Angela Yao

CoRR, 2018

Gated Complex Recurrent Neural Networks.

Moritz Wolter, Angela Yao

CoRR, 2018

Complex Gated Recurrent Neural Networks.

Moritz Wolter, Angela Yao

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018