Semantic Photo Manipulation with a Generative Image Prior

15 May 2020

Jun-Yan Zhu

Antonio Torralba

GAN

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Papers citing "Semantic Photo Manipulation with a Generative Image Prior"

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Title
Perceptual Gradient Networks Dmitry Nikulin Roman Suvorov Aleksei Ivakhnenko Victor Lempitsky 11 0 0 05 May 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing Hyunsu Kim Yunjey Choi Junho Kim S. Yoo Youngjung Uh 21 145 0 30 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 27 70 0 29 Apr 2021
Unsupervised 3D Shape Completion through GAN Inversion Junzhe Zhang Xinyi Chen Zhongang Cai Liang Pan Haiyu Zhao Shuai Yi C. Yeo Bo Dai Chen Change Loy 3DPC 18 113 0 27 Apr 2021
Surrogate Gradient Field for Latent Space Manipulation Minjun Li Yanghua Jin Huachun Zhu GAN 19 18 0 19 Apr 2021
StylePeople: A Generative Model of Fullbody Human Avatars Artur Grigorev Karim Iskakov A. Ianina Renat Bashirov Ilya Zakharkin Alexander Vakhitov Victor Lempitsky 3DH 27 76 0 16 Apr 2021
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Weiming Zhang Lu Yuan Gang Hua Nenghai Yu 31 60 0 15 Apr 2021
A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation Jiteng Mu Weichao Qiu Adam Kortylewski Alan Yuille Nuno Vasconcelos Xiaolong Wang 16 105 0 15 Apr 2021
IMAGINE: Image Synthesis by Image-Guided Model Inversion Pei Wang Yijun Li Krishna Kumar Singh Jingwan Lu Nuno Vasconcelos DiffM 11 29 0 13 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li Junlin Yang Karsten Kreis Antonio Torralba Sanja Fidler GAN MedIm 16 179 0 12 Apr 2021
Perfection Not Required? Human-AI Partnerships in Code Translation Justin D. Weisz Michael J. Muller Stephanie Houde John T. Richards Steven I. Ross Fernando Martinez Mayank Agarwal Kartik Talamadupula 29 125 0 08 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 22 142 0 07 Apr 2021
Hand-Object Contact Consistency Reasoning for Human Grasps Generation Hanwen Jiang Shaowei Liu Jiashun Wang Xiaolong Wang 11 177 0 07 Apr 2021
Memorability: An image-computable measure of information utility Zoya Bylinskii L. Goetschalckx Anelise Newman A. Oliva HAI 8 19 0 01 Apr 2021
In&Out : Diverse Image Outpainting via GAN Inversion Yen-Chi Cheng C. Lin Hsin-Ying Lee Jian Ren Sergey Tulyakov Ming-Hsuan Yang DiffM 11 69 0 01 Apr 2021
Matched sample selection with GANs for mitigating attribute confounding Chandan Singh Guha Balakrishnan Pietro Perona GAN 11 6 0 24 Mar 2021
DeFLOCNet: Deep Image Editing via Flexible Low-level Controls Hongyu Liu Ziyu Wan Wei Huang Yibing Song Xintong Han Jing Liao Bing Jiang Wei Liu 11 37 0 23 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 20 125 0 19 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai Jonas Wulff Phillip Isola GAN 32 75 0 18 Mar 2021
Anycost GANs for Interactive Image Synthesis and Editing Ji Lin Richard Y. Zhang F. Ganz Song Han Jun-Yan Zhu 36 83 0 04 Mar 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model Yuval Alaluf Or Patashnik Daniel Cohen-Or 17 137 0 04 Feb 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 14 176 0 25 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 63 507 0 14 Jan 2021
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 22 73 0 22 Dec 2020
Semantic Layout Manipulation with High-Resolution Sparse Attention Haitian Zheng Zhe-nan Lin Jingwan Lu Scott D. Cohen Jianming Zhang N. Xu Jiebo Luo 28 14 0 14 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 14 116 0 13 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Jinwei Gu Chen Change Loy 34 250 0 01 Dec 2020
Generalization and Memorization: The Bias Potential Model Hongkang Yang E. Weinan 17 11 0 29 Nov 2020
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Hui-Po Wang Ning Yu Mario Fritz 12 30 0 28 Nov 2020
Navigating the GAN Parameter Space for Semantic Image Editing A. Cherepkov A. Voynov Artem Babenko GAN 28 65 0 27 Nov 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 49 482 0 25 Nov 2020
DeepMorph: A System for Hiding Bitstrings in Morphable Vector Drawings Søren Rasmussen Karsten O. Noe Oliver G. Hjermitslev Henrik Pedersen 17 1 0 19 Nov 2020
Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators? Yunfan Liu Qi Li Zhenan Sun T. Tan 17 19 0 19 Nov 2020
Fit2Form: 3D Generative Model for Robot Gripper Form Design Huy Ha Shubham Agrawal Shuran Song 10 33 0 12 Nov 2020
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu Lu Yuan Sergey Tulyakov Nenghai Yu 24 41 0 30 Oct 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 31 19 0 26 Oct 2020
AIM 2020 Challenge on Image Extreme Inpainting Evangelos Ntavelis Andrés Romero Siavash Bigdeli Radu Timofte 8 23 0 02 Oct 2020
Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space Jonas Wulff Antonio Torralba 22 45 0 14 Sep 2020
Inverse mapping of face GANs N. Bayat Vahid Reza Khazaie Y. Mohsenzadeh GAN CVBM 16 5 0 11 Sep 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 27 114 0 24 Aug 2020
Semantic View Synthesis Hsin-Ping Huang Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang 150 33 0 24 Aug 2020
DeepLandscape: Adversarial Modeling of Landscape Video Elizaveta Logacheva Roman Suvorov Oleg Khomenko Anton Mashikhin Victor Lempitsky 20 22 0 21 Aug 2020
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen Zijian Dong Jie Song Andreas Geiger Otmar Hilliges 16 127 0 18 Aug 2020
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach Yahui Liu Marco De Nadai Deng Cai Huayang Li Xavier Alameda-Pineda N. Sebe Bruno Lepri 38 59 0 10 Aug 2020
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions Xihui Liu Zhe-nan Lin Jianming Zhang Handong Zhao Quan Hung Tran Xiaogang Wang Hongsheng Li DiffM 22 34 0 04 Aug 2020
Rewriting a Deep Generative Model David Bau Steven Liu Tongzhou Wang Jun-Yan Zhu Antonio Torralba GAN DRL 18 136 0 30 Jul 2020
Translate the Facial Regions You Like Using Region-Wise Normalization Wenshuang Liu Wenting Chen Linlin Shen 3DH CVBM 12 1 0 29 Jul 2020
SSN: Soft Shadow Network for Image Compositing Yichen Sheng Jianming Zhang Bedrich Benes 3DH 6 37 0 16 Jul 2020
Modeling Artistic Workflows for Image Generation and Editing Hung-Yu Tseng Matthew Fisher Jingwan Lu Yijun Li Vladimir G. Kim Ming-Hsuan Yang DiffM 8 20 0 14 Jul 2020
Self-Supervised Policy Adaptation during Deployment Nicklas Hansen Rishabh Jangir Yu Sun Guillem Alenyà Pieter Abbeel Alexei A. Efros Lerrel Pinto Xiaolong Wang 30 159 0 08 Jul 2020