Kerstin Borras

According to our database, Kerstin Borras authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

DeepTreeGANv2: Iterative Pooling of Point Clouds.

Moritz Alfons Wilhelm Scham, Dirk Krücker, Kerstin Borras

CoRR, 2023

2022

Quantum Angle Generator for Image Generation.

Florian Rehm, Sofia Vallecorsa, Michele Grossi, Kerstin Borras, Dirk Krücker, Schnake Simon, Alexis-Harilaos Verney-Provatas

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Reduced Precision Research of a GAN Image Generation Use-case.

Florian Rehm, Vikram A. Saletore, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker

Proceedings of the Pattern Recognition Applications and Methods, 2022

Radio Galaxy Classification with wGAN-Supported Augmentation.

Janis Kummer, Lennart Rustige, Florian Griese, Kerstin Borras, Marcus Brüggen, Patrick L. S. Connor, Frank Gaede, Gregor Kasieczka, Peter Schleper

Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022

2021

Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations.

Florian Rehm, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker

CoRR, 2021

Modelling for Quantum Error Mitigation.

Tom Weber, Matthias Riebisch, Kerstin Borras, Karl Jansen, Dirk Krücker

Proceedings of the 18th IEEE International Conference on Software Architecture Companion, 2021

Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case.

Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations.

Florian Rehm, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021