Kerstin Borras

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

High Energy Physics

Laplace Beltrami

Image Generation

Top Venues

ICPRAM (Revised Selected Papers)

Publications

Moritz Alfons Wilhelm Scham, Dirk Krücker, Kerstin Borras
DeepTreeGANv2: Iterative Pooling of Point Clouds. CoRR (2023)
Florian Rehm, Vikram A. Saletore, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker
Reduced Precision Research of a GAN Image Generation Use-case. ICPRAM (Revised Selected Papers) (2022)
Florian Rehm, Sofia Vallecorsa, Michele Grossi, Kerstin Borras, Dirk Krücker, Schnake Simon, Verney-Provatas Alexis-Harilaos
Quantum Angle Generator for Image Generation. SEC (2022)
Janis Kummer, Lennart Rustige, Florian Griese, Kerstin Borras, Marcus Brüggen, Patrick L. S. Connor, Frank Gaede, Gregor Kasieczka, Peter Schleper
Radio Galaxy Classification with wGAN-Supported Augmentation. GI-Jahrestagung (2022)
Florian Rehm, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker
Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations. AAAI Spring Symposium: MLPS (2021)
Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case. CoRR (2021)
Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case. ICPRAM (2021)
Tom Weber, Matthias Riebisch, Kerstin Borras, Karl Jansen, Dirk Krücker
Modelling for Quantum Error Mitigation. ICSA Companion (2021)
Florian Rehm, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker
Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations. CoRR (2021)