Publications

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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 …
Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel; Sheraz Ahmed
Explaining AI-based Decision Support Systems using Concept Localization Maps
In: Proceedings of the 27th International Conference on Neural Information Processing (ICONIP2020). International Conference on Neural Information …
Muhammad Naseer Bajwa; Kaoru Muta; Muhammad Imran Malik; Shoaib Ahmed Siddiqui; Stephan Alexander Braun; Bernhard Homey; Andreas Dengel; Sheraz Ahmed
Computer-Aided Diagnosis of Skin Diseases using Deep Neural Networks
In: Applied Sciences, Vol. 10, No. 7, Pages 1-13, MDPI, 4/2020.
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.
Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
On Interpretability of Deep Learning based SkinLesion Classifiers using Concept Activation Vectors
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2020), July 19-24, Glasgow, United …
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, …
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 …
Fatemeh Azimi; Benjamin Bischke; Sebastian Palacio; Federico Raue; Jörn Hees; Andreas Dengel
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory
In: Proceedings of the ICPR 2020, held virtually January 2021. International Conference on Pattern Recognition (ICPR-2020), Elsevier, 2020.
Tushar Karayil; Philipp Blandfort; Jörn Hees; Andreas Dengel
The Focus--Aspect--Value model for predicting subjective visual attributes
In: International Journal of Multimedia Information Retrieval (IJMR), Vol. 9, No. 1, Pages 47-60, Springer, 2020.
Andrey Guzhov; Federico Raue; Jörn Hees; Andreas Dengel
ESResNet: Environmental Sound Classification Based on Visual Domain Models
In: Proceedings of a meeting held 10-15 January 2021, Milan, Italy. International Conference on Pattern Recognition (ICPR-2020), January 10-15, Milan, …