Publications

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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.
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; 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.
Stanislav Frolov; Brian Moser; Sebastian Palacio; Andreas Dengel
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation
In: 32nd ACM Multimedia Conference. ACM International Conference on Multimedia (ACM MM-2024), ACM Digital Library, 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.
Christiano Couto Gava; Vishal Sharbidar Mukunda; Tewodros Amberbir Habtegebrial; Federico Raue; Sebastian Palacio; Andreas Dengel
SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images
In: The IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2023), CVPR 2023 Workshop - Image Matching: Local Features & Beyond, June 18-22, Vancouver, Canada, Pages 6133-6143, IEEE, 6/2023.
Brian Moser; Federico Raue; Stanislav Frolov; Sebastian Palacio; Jörn Hees; Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Pages 1-21, IEEE, 2/2023.
David Dembinsky; Fatemeh Azimi; Federico Raue; Jörn Hees; Sebastian Palacio; Andreas Dengel
Sequential Spatial Transformer Networks for Salient Object Classification
In: Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), located at 12th International Conference on Pattern Recognition Applications and Methods, February 22-24, Lissabon, Portugal, scitepress, 2/2023.
Dayananda Herurkar; Timur Sattarov; Jörn Hees; Sebastian Palacio; Federico Raue; Andreas Dengel
Cross-Domain Transformation for Outlier Detection on Tabular Datasets
In: IJCNN 2023 : International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2023), located at IJCNN, June 18-23, Gold Coast Convention and Exhibition Centre, Queensland, Australia, DFKI Research Reports (RR), IEEE Xplore, 2023.
Brian Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
DWA: Differential Wavelet Amplifier for Image Super-Resolution
In: Artificial Neural Networks and Machine Learning ICANN 2023. International Conference on Artificial Neural Networks (ICANN-2023), International Conference on Artificial Neural Networks, September 26-29, Crete, Greece, Springer, 2023.