Dr.-Ing. Sheraz Ahmed

Kontakt +49 631 20575 4818 (Kaiserslautern)

Adresse (Kaiserslautern) BA3Trippstadter Straße 12267663 Kaiserslautern

Publikationen

FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data
Dominique Mercier; Andreas Dengel; Sheraz Ahmed
In: Applied Intelligence (APIN), Vol. 56, No. 108, Pages 1-26, Springer Nature, 2/2026.
Improving Time Series Augmentation and Self-Supervised Learning via Instance-Conditioned Contrasting
Philipp Peter Engler; Nico Müller; Ludger van Elst; Sheraz Ahmed; Andreas Dengel
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2026), located at WCCI 2026, June 21-26, Maastricht, Netherlands, IEEE, 2026.
Can Generative Adversarial Networks Compete Against Diffusion Models at Generating Time Series?
Philipp Peter Engler; Ludger van Elst; Sheraz Ahmed; Andreas Dengel
In: Proceedings of the 18th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2026), 18th International Conference on Agents and Artificial Intelligence, March 5-7, Marbella, Spain, SCITEPRESS, 2026.

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