Publikationen

Seite 1 von 5.

Brian B Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
Dynamic Attention-Guided Diffusion for Image Super-Resolution
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 5, Tucson, Arizona, USA, IEEE, 2025.
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.
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.
Dayananda Herurkar; Federico Raue; Andreas Dengel
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection
In: Association for Computing Machinery (ACM) (Hrsg.). Proceedings of the 5th ACM International Conference on AI in Finance. International Conference on AI in Finance (ICAIF-2024), ICAIF '24, located at ICAIF, November 14-17, Brooklyn, New York, New York, USA, Pages 804-812, Proceedings of the 5th ACM International Conference on AI in Finance (ICAIF '24), No. 9, ISBN 9798400710810, Association for Computing Machinery, New York, NY, USA, 11/2024.
Christiano Couto Gava; Yunmin Cho; Federico Raue; Sebastian Palacio; Alain Pagani; Andreas Dengel
SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation
In: IEEE/CVF Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2024), January 4-8, Waikoloa, Hawaii, USA, IEEE, 1/2024.
Brian Moser; Federico Raue; Andreas Dengel
A Study in Dataset Pruning for Image Super-Resolution
In: ICANN 2024. International Conference on Artificial Neural Networks (ICANN-2024), Lugano, Switzerland, Springer, 2024.
Brian Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2024), International Joint Conference on Neural Networks, Yokohama, Japan, IEEE, 2024.
Ahmed Anwar; Brian Moser; Dayananda Herurkar; Federico Raue; Vinit Heiste; Tatjana Legler; Andreas Dengel
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data
In: 2nd Federated Learning Technologies and Applications Conference 2024. International Conference on Federated Learning Technologies and Applications (FLTA-2024), September 17-19, Valencia, Spain, IEEEXplore, 2024.
Brian B. Moser; Ahmed Anwar; Federico Raue; Stanislav Frolov; Andreas Dengel
Federated Learning for Blind Image Super-Resolution
In: International Conference on Neural Information Processing (ICONIP). International Conference on Neural Information Processing (ICONIP-2024), December 2-6, IEEE, nstitute of Electrical and Electronics Engineers (IEEE), 2024.
Brian Moser; Arundhati Shanbhag; Federico Raue; Stanislav Frolov; Sebastian Palacio; Andreas Dengel
Diffusion Models, Image Super-Resolution, and Everything: A Survey
In: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 0, Pages 1-21, IEEE, 2024.