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Huiting Yang

2 accepted papers

2023

Layout Generation as Intermediate Action Sequence Prediction

AAAI 2023technical

Layout generation plays a crucial role in graphic design intelligence. One important characteristic of the graphic layouts is that they usually follow certain design principles. For example, the principle of repetition emphasizes the reuse of similar visual elements throughout the design. To generat…

2021

Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes

CVPR 2021poster

Generative adversarial networks (GANs) learn to map noise latent vectors to high-fidelity image outputs. It is found that the input latent space shows semantic correlations with the output image space. Recent works aim to interpret the latent space and discover meaningful directions that correspond…

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