Publications

Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel (2024). TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. Accepted at ICPR 2024.

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Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel (2023). Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. In arXiv.

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Tobias Christian Nauen, Sebastian Riedel (2022). Stochastic Optimal Control using Signatures. Master Thesis.

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Tobias Christian Nauen, Thorben Funke, Avishek Anand (2021). Explaining Graph Neural Networks. Bachelor Thesis.

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