Certainly not "J.-J", and probably not even "Rousseau"

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The first portrait in the page clearly does not depict J.-J. Rousseau (it would have been necessary for the painter to be incredibly incompetent!). The title of the portrait is simply "Portrait of a nobleman" (see [1]).