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Shuyang Gu
Researcher Microsoft Research Asia Email: shuyanggu AT microsoft dot com |
Biography
I am currently a Researcher in Visual Computing Group at Microsoft Research Asia (MSRA). I received my B.S. and Ph.D. degrees from University of Science and Technology of China (USTC) in 2017, 2022, supervised by Prof. Yong Wang and Prof. Baining Guo. I collaborate closely with Dong Chen, Fang Wen, and Jianmin Bao during my internship in MSRA.
My research interests mainly focus on generative models, especially the theory and practical applications of Generative Adversarial Networks and diffusion models.
If you are interested to my reseach topics and looking for an internship, please contact me.
Publications
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Paint by Example: Exemplar-based Image Editing with Diffusion Models
Binxin Yang, Shuyang Gu, Bo Zhang, Ting Zhang, Xuejin Chen, Xiaoyan Sun, Dong Chen, and Fang Wen, Arxiv Preprint [pdf] [code] |
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Vector Quantized Diffusion Model for Text-to-Image Synthesis
Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang, Dongdong Chen, Lu Yuan and Baining Guo Computer Vision and Pattern Recognition (CVPR), 2022 [pdf] [code] |
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StyleSwin: Transformer-based GAN for High-resolution Image Generation
Bowen Zhang, Shuyang Gu, Bo Zhang, Jianmin Bao, Dong Chen, Fang Wen, Yong Wang, and Baining Guo Computer Vision and Pattern Recognition (CVPR), 2022 [pdf] [code] |
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PriorGAN: Real Data Prior for Generative Adversarial Nets
Shuyang Gu, Jianmin Bao, Dong Chen, and Fang Wen, Arxiv Preprint [pdf] |
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High-Fidelity and Arbitrary Face Editing
Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen, Fang Wen, and Zhouhui Lian Computer Vision and Pattern Recognition (CVPR), 2021 [pdf] |
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Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition
Shuyang Gu, Jianmin Bao, and Dong Chen International Conference on Multimedia and Expo(ICME), 2021 [pdf] [code] |
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GIQA: Generated Image Quality Assessment
Shuyang Gu, Jianmin Bao, Dong Chen, and Fang Wen, European Conference on Computer Vision(ECCV), 2020 [pdf] [code] |
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Mask-Guided Portrait Editing With Conditional GANs
Shuyang Gu, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen, and Lu Yuan Computer Vision and Pattern Recognition (CVPR), 2019 [pdf] [code] |
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Arbitrary Style Transfer with Deep Feature Reshuffle
Shuyang Gu, Congliang Chen, Jing Liao, and Lu Yuan Computer Vision and Pattern Recognition (CVPR), 2018 [pdf] [code] |