Search Results for author: Wanfeng Zheng

Found 3 papers, 0 papers with code

Bridging CLIP and StyleGAN through Latent Alignment for Image Editing

no code implementations10 Oct 2022 Wanfeng Zheng, Qiang Li, Xiaoyan Guo, Pengfei Wan, Zhongyuan Wang

More specifically, our efforts consist of three parts: 1) a data-free training strategy to train latent mappers to bridge the latent space of CLIP and StyleGAN; 2) for more precise mapping, temporal relative consistency is proposed to address the knowledge distribution bias problem among different latent spaces; 3) to refine the mapped latent in s space, adaptive style mixing is also proposed.

Image Manipulation Language Modelling +1

ITTR: Unpaired Image-to-Image Translation with Transformers

no code implementations30 Mar 2022 Wanfeng Zheng, Qiang Li, Guoxin Zhang, Pengfei Wan, Zhongyuan Wang

Unpaired image-to-image translation is to translate an image from a source domain to a target domain without paired training data.

Image-to-Image Translation Translation

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