What Makes Fake Images Detectable? Understanding Properties that Generalize

The quality of image generation and manipulation is reaching impressive levels, making it increasingly difficult for a human to distinguish between what is real and what is fake. However, deep networks can still pick up on the subtle artifacts in these doctored images. We seek to understand what pro...

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Bibliographic Details
Main Authors: Chai, Lucy, Bau, David, Isola, Phillip John
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Springer International Publishing 2021
Online Access:https://hdl.handle.net/1721.1/129437.2

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