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A challenging data set namely the Zurich Raw-to-RGB data set (ZRR) has been released in the AIM 2019 raw-to-RGB mapping challenge. ... We exploit a two-stage U-Net architecture and also introduce a loss function that is less variant to alignment and more sensitive to color differences. ... Figure 1 shows our two-stage U-Net based network, called W-Net, for raw-to-RGB mapping. ...arXiv:1911.08656v3 fatcat:7g4dm3mtdvhwxnzczufybtc5ca