Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis

31 March 2020

Hao Tang

Xiaojuan Qi

Guolei Sun

Dan Xu

N. Sebe

Radu Timofte

Luc Van Gool

GAN

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Papers citing "Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis"

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Title
Retrieval-based Spatially Adaptive Normalization for Semantic Image Synthesis Yupeng Shi Xiao-Chang Liu Yuxiang Wei Zhong Wu W. Zuo DiffM 37 26 0 06 Apr 2022
Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis Zheng Lv Xiaoming Li Zhenxing Niu Bingyi Cao W. Zuo 44 27 0 31 Mar 2022
Local and Global GANs with Semantic-Aware Upsampling for Image Generation Hao Tang Ling Shao Philip Torr N. Sebe 202 21 0 28 Feb 2022
Layout-to-Image Translation with Double Pooling Generative Adversarial Networks Hao Tang N. Sebe GAN 46 12 0 29 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 89 4,934 0 31 May 2021
Diverse Semantic Image Synthesis via Probability Distribution Modeling Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu B. Liu G. Hua Nenghai Yu DiffM 51 63 0 11 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan Yibing Song Tianyu Yang Wenhao Jiang Wei Liu 56 223 0 10 Mar 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 51 475 0 28 Jan 2021
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 72 174 0 13 Dec 2020
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 224 188 0 08 Dec 2020
Efficient Semantic Image Synthesis via Class-Adaptive Normalization Zhentao Tan Dongdong Chen Qi Chu Menglei Chai Jing Liao Mingming He Lu Yuan G. Hua Nenghai Yu 50 89 0 08 Dec 2020
Dual Attention GANs for Semantic Image Synthesis Hao Tang S. Bai N. Sebe 54 82 0 29 Aug 2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation Liming Jiang Changxu Zhang Mingyang Huang Chunxiao Liu Jianping Shi Chen Change Loy DiffM 190 115 0 23 Jul 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 45 351 0 15 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 88 4,476 0 23 Apr 2020
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects Evangelos Ntavelis Andrés Romero I. Kastanis Luc Van Gool Radu Timofte VLM 98 75 0 10 Apr 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 208 94 0 28 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 124 18,523 0 13 Feb 2020
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation Hao Tang Philip Torr N. Sebe 57 38 0 03 Feb 2020
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation Hao Tang Dan Xu Yan Yan Philip Torr N. Sebe GAN 39 141 0 27 Dec 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka DiffM 47 443 0 28 Nov 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 58 205 0 15 Oct 2019
Edge-Informed Single Image Super-Resolution Kamyar Nazeri Harrish Thasarathan Mehran Ebrahimi SupR 16 43 0 11 Sep 2019
StructureFlow: Image Inpainting via Structure-aware Appearance Flow Yurui Ren Xiaoming Yu Ruonan Zhang Thomas H. Li Shan Liu Ge Li 39 326 0 11 Aug 2019
Shapes and Context: In-the-Wild Image Synthesis & Manipulation Aayush Bansal Yaser Sheikh Deva Ramanan 27 21 0 11 Jun 2019
Mask-Guided Portrait Editing with Conditional GANs Shuyang Gu Jianmin Bao Hao Yang Dong Chen Fang Wen Lu Yuan GAN CVBM 70 135 0 24 May 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 59 207 0 15 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 110 2,679 0 18 Mar 2019
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 185 5,079 0 09 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 190 2,649 0 20 Aug 2018
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 58 1,859 0 26 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 175 10,152 0 10 Jul 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 121 3,437 0 05 May 2018
Semi-parametric Image Synthesis Xiaojuan Qi Qifeng Chen Jiaya Jia V. Koltun 28 169 0 29 Apr 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 68 1,245 0 23 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 145 3,272 0 21 Mar 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 115 4,421 0 16 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 171 11,610 0 11 Jan 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 122 3,926 0 30 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 256 26,241 0 05 Sep 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 47 947 0 28 Jul 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 94 1,615 0 28 May 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 125 4,331 0 20 Mar 2017
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 89 1,377 0 12 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 249 19,560 0 21 Nov 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 405 11,540 0 06 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 114 2,965 0 30 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 866 192,638 0 10 Dec 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 126 2,777 0 19 May 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 73 3,479 0 24 Apr 2015