| TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax TC Nauen, S Palacio, A Dengel International Conference on Pattern Recognition, 1-16, 2025 | 3 | 2025 |
| Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning BB Moser, F Raue, TC Nauen, S Frolov, A Dengel arXiv preprint arXiv:2411.12115, 2024 | 2 | 2024 |
| Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers TC Nauen, S Palacio, F Raue, A Dengel arXiv preprint arXiv:2308.09372, 2023 | 2 | 2023 |
| A Study in Dataset Distillation for Image Super-Resolution T Dietz, BB Moser, T Nauen, F Raue, S Frolov, A Dengel arXiv preprint arXiv:2502.03656, 2025 | 1 | 2025 |
| Stochastic control with signatures P Bank, C Bayer, PP Hager, S Riedel, T Nauen arXiv preprint arXiv:2406.01585, 2024 | 1 | 2024 |
| ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation TC Nauen, B Moser, F Raue, S Frolov, A Dengel arXiv preprint arXiv:2503.09399, 2025 | | 2025 |
| Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning AS Shanbhag, BB Moser, TC Nauen, S Frolov, F Raue, A Dengel arXiv preprint arXiv:2411.12073, 2024 | | 2024 |
| Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution BB Moser, S Frolov, TC Nauen, F Raue, A Dengel arXiv preprint arXiv:2411.12072, 2024 | | 2024 |
| A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift SB Nagaraju, BB Moser, TC Nauen, S Frolov, F Raue, A Dengel arXiv preprint arXiv:2411.10231, 2024 | | 2024 |
| Stochastic Optimal Control using Signatures TC Nauen Leibniz Universität Hannover, 2022 | | 2022 |
| Explaining Graph Neural Networks TC Nauen Hannover: Gottfried Wilhelm Leibniz Universität, 2021 | | 2021 |
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIVerified email at dfki.de
