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Xuning Shao

2 accepted papers

2023

CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics

AAAI 2023technical

Considerable progress has recently been made in leveraging CLIP (Contrastive Language-Image Pre-Training) models for text-guided image manipulation. However, all existing works rely on additional generative models to ensure the quality of results, because CLIP alone cannot provide enough guidance in…

2021

SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation

ICCV 2021poster

For unsupervised image-to-image translation, we propose a discriminator architecture which focuses on the statistical features instead of individual patches. The network is stabilized by distribution matching of key statistical features at multiple scales. Unlike the existing methods which impose mo…

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