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1. 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 …

2. 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, …

3. Ricard Durall; Stanislav Frolov; Jörn Hees; Federico Raue; Franz-Josef Pfreundt; Andreas Dengel; Janis Keuper

   Combining Transformer Generators with Convolutional Discriminators

   In: Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27 - …

4. 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.

5. Fatemeh Azimi; Jean-Francois Jacques Nicolas Nies; Sebastian Palacio; Federico Raue; Jörn Hees; Andreas Dengel

   Spatial Transformer Networks for Curriculum Learning

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2108.09696, ArXiv, 2021.

6. 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 …

7. Stanislav Frolov; Shailza Jolly; Jörn Hees; Andreas Dengel

   Leveraging Visual Question Answering to Improve Text-to-Image Synthesis

   In: Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN). International Conference on …

8. Joachim Folz; Sebastian Palacio; Jörn Hees; Andreas Dengel

   Adversarial Defense based on Structure-to-Signal Autoencoders

   In: WACV. IEEE Winter Conference on Applications of Computer Vision (WACV-2020), March 2-5, Snowmass Village, Colorado, USA, IEEE, 2020.

9. Shailza Jolly; Sebastian Palacio; Joachim Folz; Federico Raue; Jörn Hees; Andreas Dengel

   P ≈ NP, at least in Visual Question Answering

   In: International Association for Pattern Recognition. International Conference on Pattern Recognition (ICPR-2020), January 10-15, Milan, Italy, IEEE, …

10. Brian Moser; Federico Raue; Jörn Hees; Andreas Dengel

    DartsReNet: Exploring NAS for RNNs applied to Image Classification

    In: Masulli Farka¨ (Hrsg.). Artificial Neural Networks and Machine Learning ICANN 2020. International Conference on Artificial Neural Networks …

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