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Exemplar-based sketch-to-photo synthesis allows users to generate photo-realistic images based on sketches.
Estimation of non-normalized statistical models by score matching
Aapo Hyvärinen · 2005
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Face sketch synthesis algorithm based on e-hmm and selective ensemble
Xinbo Gao, Juanjuan Zhong, Jie Li, and Chunna Tian · 2008
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Face sketch–photo synthesis and retrieval using sparse representation
Xinbo Gao, Nannan Wang, Dacheng Tao, and Xuelong Li · 2012
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Very deep convolutional neural network based image classification using small training sample size
Shuying Liu and Weihong Deng · 2015
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Going deeper with convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2015
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The sketchy database: learning to retrieve badly drawn bunnies
Patsorn Sangkloy, Nathan Burnell, Cusuh Ham, and James Hays · 2016
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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
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Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
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Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2017
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Superpixel-based face sketch–photo synthesis
Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Sketchygan: Towards diverse and realistic sketch to image synthesis
Wengling Chen and James Hays · 2018
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Interactive sketch & fill: Multiclass sketch-to-image translation
Arnab Ghosh, Richard Zhang, Puneet K Dokania, Oliver Wang, Alexei A Efros, Philip HS Torr, and Eli Shechtman · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Generative modeling by estimating gradients of the data distribution
Yang Song and Stefano Ermon · 2019
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Deepfacedrawing: Deep generation of face images from sketches
Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, and Hongbo Fu · 2020
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Stargan v2: Diverse image synthesis for multiple domains
Yunjey Choi, Youngjung Uh, Jaejun Yoo, and Jung-Woo Ha · 2020
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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Deepfacepencil: Creating face images from freehand sketches
Yuhang Li, Xuejin Chen, Binxin Yang, Zihan Chen, Zhihua Cheng, and Zheng-Jun Zha · 2020
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Unsupervised sketch to photo synthesis
Runtao Liu, Qian Yu, and Stella X Yu · 2020
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Contrastive learning for unpaired image-to-image translation
Taesung Park, Alexei A. Efros, Richard Zhang, and Jun-Yan Zhu · 2020
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In-domain gan inversion for real image editing
Jiapeng Zhu, Yujun Shen, Deli Zhao, and Bolei Zhou · 2020
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Ilvr: Conditioning method for denoising diffusion probabilistic models
Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, and Sungroh Yoon · 2021
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Diffusion models beat GANs on image synthesis
Prafulla Dhariwal and Alexander Quinn Nichol · 2021
Cited alongside, same era.
Sketch-guided text-to-image diffusion models
Andrey Voynov, Kfir Aberman, and Daniel Cohen-Or · 2022
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Edict: Exact diffusion inversion via coupled transformations
Bram Wallace, Akash Gokul, and Nikhil Naik · 2022
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Diffsketching: Sketch control image synthesis with diffusion models
Qiang Wang, Di Kong, Fengyin Lin, and Yonggang Qi · 2022
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High-fidelity gan inversion for image attribute editing
Tengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang, and Qifeng Chen · 2022
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Adversarial open domain adaptation for sketch-to-photo synthesis
Xiaoyu Xiang, Ding Liu, Xiao Yang, Yiheng Zhu, Xiaohui Shen, and Jan P Allebach · 2022
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Learning energy-based models by diffusion recovery likelihood
Ruiqi Gao, Yang Song, Ben Poole, Ying Nian Wu, and Diederik P Kingma · 2021
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Paint transformer: Feed forward neural painting with stroke prediction
Songhua Liu, Tianwei Lin, Dongliang He, Fu Li, Ruifeng Deng, Xin Li, Errui Ding, and Hao Wang · 2021
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever · 2021
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Score-based generative modeling through stochastic differential equations
Yang Song, Jascha Sohl-Dickstein, Diederik P Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole · 2021
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Incremental learning of multi-domain image-to-image translations
Daniel Stanley Tan, Yong-Xiang Lin, and Kai-Lung Hua · 2021
Cited alongside, same era.
Sketch your own gan
Sheng-Yu Wang, David Bau, and Jun-Yan Zhu · 2021
Cited alongside, same era.
EGSDE: Unpaired image-to-image translation via energy-guided stochastic differential equations
Min Zhao, Fan Bao, Chongxuan Li, and Jun Zhu · 2022
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Sketchinverter: Multi-class sketch-based image generation via gan inversion
Zirui An, Jingbo Yu, Runtao Liu, Chuang Wang, and Qian Yu · 2023
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Equivariant energy-guided SDE for inverse molecular design
Fan Bao, Min Zhao, Zhongkai Hao, Peiyao Li, Chongxuan Li, and Jun Zhu · 2023
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Adaptively-realistic image generation from stroke and sketch with diffusion model
Shin-I Cheng, Yu-Jie Chen, Wei-Chen Chiu, Hung-Yu Tseng, and Hsin-Ying Lee · 2023
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Sketch assisted face image coding for human and machine vision: a joint training approach
Xin Fang, Yiping Duan, Qiyuan Du, Xiaoming Tao, and Fan Li · 2023
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Dear-gan: Degradation-aware face restoration with gan prior
Yujie Hu, Yinhuai Wang, and Jian Zhang · 2023
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Towards spatially disentangled manipulation of face images with pre-trained stylegans (tcsvt)
Yunfan Liu, Qi Li, Qiyao Deng, and Zhenan Sun · 2023
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Point-and-shoot all-in-focus photo synthesis from smartphone camera pair
Xianrui Luo, Juewen Peng, Weiyue Zhao, Ke Xian, Hao Lu, and Zhiguo Cao · 2023
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Cross-domain alignment for zero-shot sketch-based image retrieval
Xu Wang, Dezhong Peng, Peng Hu, Yunhong Gong, and Yong Chen · 2023
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Gan inversion: A survey
W. Xia, Y. Zhang, Y. Yang, J. Xue, B. Zhou, and M. Yang · 2023
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang and Maneesh Agrawala · 2023
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Hrinversion: High-resolution gan inversion for cross-domain image synthesis
Peng Zhou, Lingxi Xie, Bingbing Ni, Lin Liu, and Qi Tian · 2023
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Dual conditional normalization pyramid network for face photo-sketch synthesis
Mingrui Zhu, Zicheng Wu, Nannan Wang, Heng Yang, and Xinbo Gao · 2023
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