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cc-ai / climategan

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
https://thisclimatedoesnotexist.com
GNU General Public License v3.0
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Leverage pairs #19

Closed vict0rsch closed 3 years ago

vict0rsch commented 4 years ago

With data from the simulated world, we can "mode-collapse" the translator with paired data:

loss = l2(x_aba, x_a) + l2(x_ab, x_b) # x_b is x_a's real transformation, its pair