Quantizing Semiotics

Using Quantization in Variational Autoencoders trained on ImageNet, we show that “semiotics” of the image emerge as distinct symbols. For example “luxurious car” generates symbols of leopard fur which is associated with exclusivity, comfort, soft indulgence, and wild allure. While the gilded brass and gold rims embellish the vehicle as an object of status