Eingebettete Intelligenz

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1. Fatemeh Azimi; David Dembinsky; Federico Raue; Jörn Hees; Sebastian Palacio; Andreas Dengel (Hrsg.)

   Sequential Spatial Transformer Networks for Salient Object Classification

   International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), located at 12th International Conference on Pattern …

2. 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.

3. 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, …

4. Timur Sattarov; Dayananda Herurkar; Jörn Hees

   Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data

   arXiv, 9/2022.

5. 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 …

6. 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). …

7. 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.

8. 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, …

9. 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.

10. 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), …

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