In 1912, Peterson went back to Paris, where she associated with the members of the American Art Association which included American Impressionist Painter Frederick Carl Frieseke.
Jane Peterson formed a good bond with her patron and friend, Louis Comfort Tiffany, American stained glass and jewelry designer and the head of the famous firm Tiffany Studios.