Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images
The author proposes a novel approach using an Auxiliary CycleGAN to translate images between duplex and monoplex IHC domains, leveraging an auxiliary unpaired image domain for guidance. This method outperforms baseline approaches in downstream segmentation tasks.