Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN

Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger. Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN. In IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023. pages 3858-3866, IEEE, 2023. [doi]

@inproceedings{UtzWSWTGUB23,
  title = {Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN},
  author = {Jonas Utz and Tobias Weise and Maja Schlereth and Fabian Wagner and Mareike Thies and Mingxuan Gu and Stefan Uderhardt and Katharina Breininger},
  year = {2023},
  doi = {10.1109/ICCVW60793.2023.00417},
  url = {https://doi.org/10.1109/ICCVW60793.2023.00417},
  researchr = {https://researchr.org/publication/UtzWSWTGUB23},
  cites = {0},
  citedby = {0},
  pages = {3858-3866},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0744-3},
}