I wrote a blog post explaining how making the Discriminator output a vector instead of a single value can be useful for some tasks:

https://towardsdatascience.com/a-new-way-to-look-at-gans-7c6b6e6e9737

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Has the idea of Siamese Discriminators in GANs been explored before? I couldn’t find anything on this particular matter.