Publikationen

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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 …
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.
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 …
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), …
Sebastian Palacio; Philipp Engler; Jörn Hees; Andreas Dengel
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks
In: 2020 25th International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR-2020), Online, Pages …
Fatemeh Azimi; Stanislav Frolov; Federico Raue; Jörn Hees; Andreas Dengel
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching
In: VISAPP. International Conference on Computer Vision Theory and Applications (VISAPP-2021), located at VISIGRAPP, February 8-10, Virtual, Springer, …
Stanislav Frolov; Avneesh Sharma; Jörn Hees; Tushar Karayil; Federico Raue; Andreas Dengel
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style
In: GCPR 2021. German Conference on Artificial Intelligence (KI-2021), Springer, 2021.
Andrey Guzhov; Federico Raue; Jörn Hees; Andreas Dengel
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio
In: 2021 International Joint Conference on Neural Networks (IJCNN) Proceedings. International Joint Conference on Neural Networks (IJCNN-2021), July …