Search Results for author: Guoyao Hao

Found 2 papers, 2 papers with code

Multi-attribute Pizza Generator: Cross-domain Attribute Control with Conditional StyleGAN

1 code implementation22 Oct 2021 Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic

To synthesize a pizza image with view attributesoutside the range of natural training images, we design a CGI pizza dataset PizzaView using 3D pizza models and employ it to train a view attribute regressor to regularize the generation process, bridging the real and CGI training datasets.

Attribute Conditional Image Generation

MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs

1 code implementation4 Dec 2020 Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic

Because of the complex nature of the multilabel image generation problem, we also regularize synthetic image by predicting the corresponding ingredients as well as encourage the discriminator to distinguish between matched image and mismatched image.

Conditional Image Generation

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