Publikationen

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1. Tobias Christian Nauen; Sebastian Palacio; Federico Raue; Andreas Dengel

   Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers

   In: Proceedings of the Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, AZ, USA, Pages 6955-6966, ISBN 979-8-3315-1083-1, IEEE, 2/2025.

2. Brian Moser; Federico Raue; Tobias Christian Nauen; Stanislav Frolov; Andreas Dengel

   Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning

   In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2025), International Joint Conference on Neural Networks, June 30 - July 5, Rome, Italy, IEEE, 2025.

3. Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel

   When 512x512 Is Not Enough: Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution

   In: IEEE International Conference on Image Processing. IEEE International Conference on Image Processing (ICIP-2025), September 14-17, Anchorage, Alaska, USA, IEEE, 2025.

4. Tobias Christian Nauen; Sebastian Palacio; Andreas Dengel

   TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax

   In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (Hrsg.). Pattern Recognition. International Conference on Pattern Recognition (ICPR-2024), December 1-5, Kolkata, India, India, Pages 1-16, ISBN 978-3-031-78172-8, Springer Nature Switzerland, Switzerland, 12/2024.

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