I am a PhD student in applied mathematics at the TU Eindhoven under the supervision of dr.ir. R. Duits. I am currently working on mathematical models related to geometric machine learning.
MSc in Applied Mathematics, 2019
TU Eindhoven
BSc in Applied Mathematics, 2017
TU Eindhoven
Convolutional neural networks have found wide adoption and great success in image processing yet have drawbacks such as needing huge …
We present a PDE-based framework that generalizes Group equivariant Convolutional Neural Networks (G-CNNs). In this framework, a …
Two key ideas have greatly improved techniques for image enhancement and denoising: the lifting of image data to multi-orientation …