Semantic Pyramid for Image Generation

CVPR, pp. 7455-7464, 2020.

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We demonstrated how our semantic generation pyramid can be used as a unified and versatile framework for various image generation and manipulation tasks

Abstract:

We present a novel GAN-based model that utilizes the space of deep features learned by a pre-trained classification model. Inspired by classical image pyramid representations, we construct our model as a Semantic Generation Pyramid -- a hierarchical framework which leverages the continuum of semantic information encapsulated in such dee...More

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