Eingebettete Intelligenz

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1. 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.

2. 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, …

3. 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.

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

   Comparison between U-Net and U-ReNet models in OCR tasks

   In: Proceedings of the 28th International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks …

5. Philipp Blandfort; Tushar Karayil; Federico Raue; Jörn Hees; Andreas Dengel

   Fusion Strategies for Learning User Embeddings with Neural Networks

   In: 2019 International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2019), July 14-19, Budapest, …

6. Tushar Karayil; Philipp Blandfort; Jörn Hees; Andreas Dengel

   The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation

   In: Proceedings of the 2019 on International Conference on Multimedia Retrieval. ACM International Conference on Multimedia Retrieval (ICMR-2019), …

7. Fatemeh Azimi; Federico Raue; Jörn Hees; Andreas Dengel

   A Reinforcement Learning Approach for Sequential Spatial Transformer Networks

   In: ICANN. International Conference on Artificial Neural Networks (ICANN), 28th, September 17-19, Munich, Germany, Springer, 2019.

8. Tushar Karayil; Federico Raue; Jörn Hees; Dengel

   Conditional GANs for Image Captioning with Sentiments

   In: 2019 International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks (ICANN-2019), 28th …

9. Benjamin Bischke; Patrick Helber; Jörn Hees; Andreas Dengel

   Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a global scale

   In: Global-Environment Observation and Disaster Mitigation. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2019), July 28 - August …

10. Patrick Helber; Benjamin Bischke; Jörn Hees; Andreas Dengel

    Multi-Scale Machine Learning for the Classification of Building Property Values

    In: Data Fusion: The AI Era. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28 - August 2, Yokohama, Japan, IEEE, 2019.

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