no code implementations • 6 Apr 2024 • Tin Barisin, Illia Horenko
Convolutional neural networks (CNNs) are reported to be overparametrized.
no code implementations • 17 Jul 2023 • Tin Barisin, Jesus Angulo, Katja Schladitz, Claudia Redenbach
In this work, we define an alternative feature representation based on the Riesz transform.
no code implementations • 8 May 2023 • Tin Barisin, Katja Schladitz, Claudia Redenbach
For neural networks, scale invariance is typically achieved by data augmentation.