Publications

Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection

Published in ArXiv preprint, 2024

Xception can detect artifacts within EEG data best when transformed by Markov Transition Fields.

Recommended citation: Maiwald, A., Ackermann, L., Kalcher, M., & Wu, D. J. (2023). Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection. arXiv preprint

On the Relationship between Skill Neurons and the Robustness in Prompt Tuning

Published in RO-FoMo Workshop NeurIPS, 2023

Test: Skill neurons play a role in the robustness of prompt tuning.

Recommended citation: Ackermann, L., & Ohmer, X. (2023, December). On the Relationship between Skill Neurons and Robustness in Prompt Tuning. In R0-FoMo NeurIPS 2023: Robustness of Few-shot and Zero-shot Learning in Large Foundation Models..

Leon Ackermann

Publications

Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection

On the Relationship between Skill Neurons and the Robustness in Prompt Tuning