Generators

Differentiable Histogram Loss Functions for Intensity-based Image-to-Image Translation
We introduce the HueNet - a novel deep learning framework for a differentiable construction of intensity (1D) and joint (2D) histograms …
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Deep Semi-Supervised Bias Field Correction Of Mr Images
A bias field is an artifact inherent to MRI scanners which is manifested by a smooth intensity variation across the scans. We present …
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