Publikationen

Seite 1 von 3.

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.
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 Computational Linguistics (COLING-2020), 28th COLING, December 13, Online-Conference, Association for Computational Linguistics, Barcelona, Spain, 12/2020.
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 Processing (ICONIP-2020), November 18-22, Bangkok, Thailand, LNCS, Springer, 11/2020.
Tushar Karayil
Affective Image Captioning: Extraction and Semantic Arrangement of Image Information with Deep Neural Networks
PhD-Thesis, TU Kaiserslautern, kluedo, 6/2020.
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.
Philipp Blandfort
Computational Approaches to Subjective Interpretation of Multimedia Messages
PhD-Thesis, TU Kaiserslautern, kluedo, 2/2020.
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 Kingdom, IEEE, 2020.
Muhammad Naseer Bajwa; Gur Amrit Pal Singh; Wolfgang Neumeier; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2020), July 19-24, Glasgow, United Kingdom, IEEE, 2020.
Muhammad Naseer Bajwa; Suleman Khurram; Mohsin Munir; Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
Confident Classification using a Hybrid between Deterministic and Probabilistic Convolutional Neural Networks
In: IEEE Access, Vol. 10, Pages 1-10, IEEE, 2020.