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Old Photo Restoration via Deep Latent Space Translation:

Wan, Ziyu ; Zhang, Bo ; Chen, Dong...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  2 - p. 2071-2087 , 2023
Link: https://doi.org/10.1109/tpami.2022.3163183