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Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN
3 August 2023
Jonas Utz
Tobias Weise
M. Schlereth
Fabian Wagner
Mareike Thies
Mingxuan Gu
S. Uderhardt
Katharina Breininger
MedIm
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Papers citing
"Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN"
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CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy
Jonas Utz
Stefan Vocht
Anne Tjorven Buessen
Dennis Possart
Fabian Wagner
Mareike Thies
Mingxuan Gu
S. Uderhardt
Katharina Breininger
MedIm
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14 Mar 2025
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