no code implementations • 12 Mar 2024 • Nicolas Brieu, Nicolas Triltsch, Philipp Wortmann, Dominik Winter, Shashank Saran, Marlon Rebelatto, Günter Schmidt
Generative models enable the translation from a source image domain where readily trained models are available to a target domain unseen during training.
no code implementations • 28 Jun 2022 • Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann, Guenter Schmidt
Unsupervised and unpaired domain translation using generative adversarial neural networks, and more precisely CycleGAN, is state of the art for the stain translation of histopathology images.