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The pose-guided person image generation task requires synthesizing photorealistic images of humans in arbitrary poses.
Image quality assessment: from error visibility to structural similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2013
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Conditional generative adversarial nets
Mehdi Mirza and Simon Osindero · 2014
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Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, and Qi Tian · 2015
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Deepfashion: Powering robust clothes recognition and retrieval with rich annotations
Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, and Xiaoou Tang · 2016
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Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Pose guided person image generation
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, and Luc Van Gool · 2017
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A variational u-net for conditional appearance and shape generation
Patrick Esser, Ekaterina Sutter, and Björn Ommer · 2018
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Deformable gans for pose-based human image generation
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuiliere, and Nicu Sebe · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Dense intrinsic appearance flow for human pose transfer
Yining Li, Chen Huang, and Chen Change Loy · 2019
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Liquid warping gan: A unified framework for human motion imitation, appearance transfer and novel view synthesis
Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, and Shenghua Gao · 2019
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Progressive pose attention transfer for person image generation
Zhen Zhu, Tengteng Huang, Baoguang Shi, Miao Yu, Bofei Wang, and Xiang Bai · 2019
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Generative adversarial networks
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2020
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Denoising diffusion probabilistic models
Learning semantic person image generation by region-adaptive normalization
Zhengyao Lv, Xiaoming Li, Xin Li, Fu Li, Tianwei Lin, Dongliang He, and Wangmeng Zuo · 2021
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Glide: Towards photorealistic image generation and editing with text-guided diffusion models
Alex Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam, Pamela Mishkin, Bob McGrew, Ilya Sutskever, and Mark Chen · 2021
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Improved denoising diffusion probabilistic models
Alexander Quinn Nichol and Prafulla Dhariwal · 2021
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Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2021
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Pise: Person image synthesis and editing with decoupled gan
Jinsong Zhang, Kun Li, Yu-Kun Lai, and Jingyu Yang · 2021
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Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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Controllable person image synthesis with attribute-decomposed gan
Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, and Zhouhui Lian · 2020
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Deep image spatial transformation for person image generation
Yurui Ren, Xiaoming Yu, Junming Chen, Thomas H Li, and Ge Li · 2020
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Cross-domain correspondence learning for exemplar-based image translation
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, and Fang Wen · 2020
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Diffusion models beat gans on image synthesis
Prafulla Dhariwal and Alexander Nichol · 2021
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Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, and Fang Wen · 2021
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Classifier-free diffusion guidance
Jonathan Ho and Tim Salimans · 2022
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Neural texture extraction and distribution for controllable person image synthesis
Yurui Ren, Xiaoqing Fan, Ge Li, Shan Liu, and Thomas H Li · 2022
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Exploring dual-task correlation for pose guided person image generation
Pengze Zhang, Lingxiao Yang, Jian-Huang Lai, and Xiaohua Xie · 2022
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Cross attention based style distribution for controllable person image synthesis
Xinyue Zhou, Mingyu Yin, Xinyuan Chen, Li Sun, Changxin Gao, and Qingli Li · 2022
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