Publikationen

Seite 1 von 6.

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.
Timur Sattarov; Dayananda Herurkar; Jörn Hees
Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data
arXiv, 9/2022.
Andrey Guzhov; Federico Raue; Jörn Hees; Andreas Dengel
AudioCLIP: Extending CLIP to Image, Text and Audio
In: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. International Conference on Acoustics, Speech and Signal Processing (ICASSP-2022), May 7-13, Singapore, Singapore, Pages 976-980, ISBN 978-1-6654-0540-9, IEEE, 5/2022.
Brian Moser; Federico Raue; Jörn Hees; Andreas Dengel
Less is More: Proxy Datasets in NAS approaches
In: Brian Moser; Federico Raue; Jörn Hees; Andreas Dengel (Hrsg.). The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2022), IEEE, 3/2022.
Fatemeh Azimi; Sebastian Palacio; Federico Raue; Jörn Hees; Luca Bertinetto; Andreas Dengel
Self-supervised Test-time Adaptation on Video Data
In: WACV. IEEE Winter Conference on Applications of Computer Vision (WACV-2022), January 4-8, IEEE, 1/2022.
Stanislav Frolov; Prateek Bansal; Jörn Hees; Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions
In: The 31st International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks (ICANN-2022), Springer, 2022.
Stanislav Frolov; Tobias Hinz; Federico Raue; Jörn Hees; Andreas Dengel
Adversarial Text-to-Image Synthesis: A Review
In: Neural Networks, Vol. 144, Pages 187-209, Journal of Neural Network, Elsevier, 12/2021.
Sebastian Palacio; Adriano Lucieri; Mohsin Munir; Sheraz Ahmed; Jörn Hees; Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. International Conference on Computer Vision (ICCV-2021), Online, Computer Vision Foundation, 10/2021.