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Image composition targets at synthesizing a realistic composite image from a pair of foreground and background images.
Rank analysis of incomplete block designs: I. the method of paired comparisons
Ralph Allan Bradley and Milton E. Terry · 1952
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Poisson image editing
Patrick Pérez, Michel Gangnet, and Andrew Blake · 2003
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Poisson image editing
Patrick Pérez, Michel Gangnet, and Andrew Blake · 2003
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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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Microsoft coco: Common objects in context
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Adam: A method for stochastic optimization
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A comparative study for single image blind deblurring
Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja, and Ming-Hsuan Yang · 2016
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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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Deep image harmonization
Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, and Ming-Hsuan Yang · 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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The open images dataset v4
Alina Kuznetsova, Hassan Rom, Neil Gordon Alldrin, Jasper R. R. Uijlings, Ivan Krasin, Jordi Pont-Tuset, Shahab Kamali, Stefan Popov, Matteo Malloci, Alexander Kolesnikov, Tom Duerig, and Vittorio Ferrari · 2018
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ST-GAN: spatial transformer generative adversarial networks for image compositing
Chen-Hsuan Lin, Ersin Yumer, Oliver Wang, Eli Shechtman, and Simon Lucey · 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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ST-GAN: spatial transformer generative adversarial networks for image compositing
Chen-Hsuan Lin, Ersin Yumer, Oliver Wang, Eli Shechtman, and Simon Lucey · 2018
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Toward realistic image compositing with adversarial learning
Bor-Chun Chen and Andrew Kae · 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
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Interpreting the latent space of gans for semantic face editing
Yujun Shen, Jinjin Gu, Xiaoou Tang, and Bolei Zhou · 2019
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Spatial fusion GAN for image synthesis
Fangneng Zhan, Hongyuan Zhu, and Shijian Lu · 2019
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Deep image blending
Lingzhi Zhang, Tarmily Wen, and Jianbo Shi · 2019
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Spatial fusion GAN for image synthesis
Fangneng Zhan, Hongyuan Zhu, and Shijian Lu · 2019
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Deep image blending
Lingzhi Zhang, Tarmily Wen, and Jianbo Shi · 2019
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DoveNet: Deep image harmonization via domain verification
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, and Liqing Zhang · 2020
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Improving the harmony of the composite image by spatial-separated attention module
Xiaodong Cun and Chi-Man Pun · 2020
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Giqa: Generated image quality assessment
Shuyang Gu, Jianmin Bao, Dong Chen, and Fang Wen · 2020
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Mask R-CNN
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross B. Girshick · 2020
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Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2020
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DoveNet: Deep image harmonization via domain verification
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, and Liqing Zhang · 2020
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Giqa: Generated image quality assessment
Shuyang Gu, Jianmin Bao, Dong Chen, and Fang Wen · 2020
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HyperStyle: Stylegan inversion with hypernetworks for real image editing
Yuval Alaluf, Omer Tov, Ron Mokady, Rinon Gal, and Amit H. Bermano · 2021
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Image harmonization with transformer
Zonghui Guo, Dongsheng Guo, Haiyong Zheng, Zhaorui Gu, Bing Zheng, and Junyu Dong · 2021
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Semantic-guided multi-mask image harmonization
Xuqian Ren and Yifan Liu · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, A. Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Dccf: Deep comprehensible color filter learning framework for high-resolution image harmonization
Ben Xue, Shenghui Ran, Quan Chen, Rongfei Jia, Binqiang Zhao, and Binqiang Zhao · 2022
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Omri Avrahami, Ohad Fried, and Dani Lischinski · 2022
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High-resolution image harmonization via collaborative dual transformations
Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, and Liqing Zhang · 2022
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Intrinsic image harmonization
Zonghui Guo, Haiyong Zheng, Yufeng Jiang, Zhaorui Gu, and Bing Zheng · 2021
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Ssh: A self-supervised framework for image harmonization
Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, and Zhangyang Wang · 2021
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Region-aware adaptive instance normalization for image harmonization
Jun Ling, Han Xue, Li Song, Rong Xie, and Xiao Gu · 2021
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Sdedit: Guided image synthesis and editing with stochastic differential equations
Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, and Stefano Ermon · 2021
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Making images real again: A comprehensive survey on deep image composition
Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, and Liqing Zhang · 2021
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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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Dccf: Deep comprehensible color filter learning framework for high-resolution image harmonization
Ben Xue, Shenghui Ran, Quan Chen, Rongfei Jia, Binqiang Zhao, and Binqiang Zhao · 2022
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Custom-edit: Text-guided image editing with customized diffusion models
Jooyoung Choi, Yunjey Choi, Yunji Kim, Junho Kim, and Sung-Hoon Yoon · 2023
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Encoder-based domain tuning for fast personalization of text-to-image models
Rinon Gal, Moab Arar, Yuval Atzmon, Amit H. Bermano, Gal Chechik, and Daniel Cohen-Or · 2023
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Photoswap: Personalized subject swapping in images
Jing Gu, Yilin Wang, Nanxuan Zhao, Tsu-Jui Fu, Wei Xiong, Qing Liu, Zhifei Zhang, He Zhang, Jianming Zhang, Hyun-Sun Jung, and Xin Wang · 2023
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Pct-net: Full resolution image harmonization using pixel-wise color transformations
Julian Jorge Andrade Guerreiro, Mitsuru Nakazawa, and Björn Stenger · 2023
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Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick · 2023
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Putting people in their place: Affordance-aware human insertion into scenes
Sumith Kulal, Tim Brooks, Alex Aiken, Jiajun Wu, Jimei Yang, Jingwan Lu, Alexei A. Efros, and Krishna Kumar Singh · 2023
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Multi-concept customization of text-to-image diffusion
Nupur Kumari, Bin Zhang, Richard Zhang, Eli Shechtman, and Jun-Yan Zhu · 2023
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Dongxu Li, Junnan Li, and Steven Hoi · 2023
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Lemart: Label-efficient masked region transform for image harmonization
Sheng Liu, Cong Phuoc Huynh, Cong Chen, Maxim Arap, and Raffay Hamid · 2023
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Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2023
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Objectstitch: Generative object compositing
Yi-Zhe Song, Zhifei Zhang, Zhe L. Lin, Scott D. Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, and Daniel G. Aliaga · 2023
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Semi-supervised parametric real-world image harmonization
Ke Wang, Michaël Gharbi, He Zhang, Zhihao Xia, and Eli Shechtman · 2023
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ELITE: Encoding visual concepts into textual embeddings for customized text-to-image generation
Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang, and Wangmeng Zuo · 2023
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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 · 2023
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Foreground object search by distilling composite image feature
Bo Zhang, Jiacheng Sui, and Li Niu · 2023
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Pct-net: Full resolution image harmonization using pixel-wise color transformations
Julian Jorge Andrade Guerreiro, Mitsuru Nakazawa, and Björn Stenger · 2023
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Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick · 2023
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Objectstitch: Generative object compositing
Yi-Zhe Song, Zhifei Zhang, Zhe L. Lin, Scott D. Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, and Daniel G. Aliaga · 2023
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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 · 2023
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