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Use semi-adversarial learning to obscure location and/or time of day
See https://arxiv.org/abs/1712.00321. Has been used to promote algorithmic fairness by obscuring sensitive demographic information, but it seems applicable as well to obscuring cues that won't generalize, such as information about the location of the image.