1 code implementation • 11 Apr 2023 • Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel
We present new Recurrent Neural Network (RNN) cells for image classification using a Neural Architecture Search (NAS) approach called DARTS.
1 code implementation • 4 Apr 2023 • Brian Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
This paper presents a novel Diffusion-Wavelet (DiWa) approach for Single-Image Super-Resolution (SISR).
no code implementations • 27 Sep 2022 • Brian Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel
With the advent of Deep Learning (DL), Super-Resolution (SR) has also become a thriving research area.
1 code implementation • 14 Mar 2022 • Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel
One of our surprising findings is that in most cases we can reduce the amount of training data to 25\%, consequently reducing search time to 25\%, while at the same time maintaining the same accuracy as if training on the full dataset.