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We present a novel Bipartite Graph Reasoning GAN (BiGraphGAN) for the challenging person image generation task.
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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Progressive pose attention transfer for person image generation
Zhen Zhu, Tengteng Huang, Baoguang Shi, Miao Yu, Bofei Wang, and Xiang Bai · 2008
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Conditional generative adversarial nets
Mehdi Mirza and Simon Osindero · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2015
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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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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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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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Improved techniques for training gans
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
Earlier work this paper cites.
Semi-supervised classification with graph convolutional networks
Thomas N Kipf and Max Welling · 2017
Earlier work this paper cites.
Pose guided person image generation
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, and Luc Van Gool · 2017
Earlier work this paper cites.
Synthesizing images of humans in unseen poses
Guha Balakrishnan, Amy Zhao, Adrian V Dalca, Fredo Durand, and John Guttag · 2018
Earlier work this paper cites.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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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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Deeper insights into graph convolutional networks for semi-supervised learning
Qimai Li, Zhichao Han, and Xiao-Ming Wu · 2018
Cited alongside, same era.
Disentangled person image generation
Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, and Mario Fritz · 2018
Cited alongside, same era.
Unsupervised attention-guided image-to-image translation
Youssef Alami Mejjati, Christian Richardt, James Tompkin, Darren Cosker, and Kwang In Kim · 2018
Cited alongside, same era.
Deformable gans for pose-based human image generation
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, and Nicu Sebe · 2018
Cited alongside, same era.
Gesturegan for hand gesture-to-gesture translation in the wild
Hao Tang, Wei Wang, Dan Xu, Yan Yan, and Nicu Sebe · 2018
Cited alongside, same era.
Videos as space-time region graphs
Xiaolong Wang and Abhinav Gupta · 2018
Cited alongside, same era.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Pcgan: Partition-controlled human image generation
Dong Liang, Rui Wang, Xiaowei Tian, and Cong Zou · 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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Semantic image synthesis with spatially-adaptive normalization
Taesung Park, Ming-Yu Liu, Ting-Chun Wang, and Jun-Yan Zhu · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
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Spatial temporal graph convolutional networks for skeleton-based action recognition
Sijie Yan, Yuanjun Xiong, and Dahua Lin · 2018
Cited alongside, same era.
Human appearance transfer
Mihai Zanfir, Alin-Ionut Popa, Andrei Zanfir, and Cristian Sminchisescu · 2018
Cited alongside, same era.
Sparsely grouped multi-task generative adversarial networks for facial attribute manipulation
Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Meng Liu, and Xueying Qin · 2018
Cited alongside, same era.
Guided image-to-image translation with bi-directional feature transformation
Badour AlBahar and Jia-Bin Huang · 2019
Cited alongside, same era.
Large scale gan training for high fidelity natural image synthesis
Andrew Brock, Jeff Donahue, and Karen Simonyan · 2019
Cited alongside, same era.
Everybody dance now
Caroline Chan, Shiry Ginosar, Tinghui Zhou, and Alexei A Efros · 2019
Cited alongside, same era.
Tamar Rott Shaham, Tali Dekel, and Tomer Michaeli · 2019
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Appearance and pose-conditioned human image generation using deformable gans
Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, and Nicu Sebe · 2019
Later among the works it cites.
Relgan: Multi-domain image-to-image translation via relative attributes
Po-Wei Wu, Yu-Jing Lin, Che-Han Chang, Edward Y Chang, and Shih-Wei Liao · 2019
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Dual graph convolutional network for semantic segmentation
Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, and Philip HS Torr · 2019
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Relevant region prediction for crowd counting
Xinya Chen, Yanrui Bin, Changxin Gao, Nong Sang, and Hao Tang · 2020
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U-gat-it: unsupervised generative attentional networks with adaptive layer-instance normalization for image-to-image translation
Junho Kim, Minjae Kim, Hyeonwoo Kang, and Kwanghee Lee · 2020
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Exocentric to egocentric image generation via parallel generative adversarial network
Gaowen Liu, Hao Tang, Hugo Latapie, and Yan Yan · 2020
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Mix dimension in poincaré geometry for 3d skeleton-based action recognition
Wei Peng, Jingang Shi, Zhaoqiang Xia, and Guoying Zhao · 2020
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