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Semantic Object Accuracy for Generative Text-to-Image Synthesis

29 October 2019

Papers citing "Semantic Object Accuracy for Generative Text-to-Image Synthesis"

41 / 141 papers shown

Title
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis Minfeng Zhu Pingbo Pan Wei Chen Yi Yang GAN 59 583 0 02 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 169 2,693 0 18 Mar 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 63 542 0 14 Mar 2019
Object-driven Text-to-Image Synthesis via Adversarial Training Wenbo Li Pengchuan Zhang Lei Zhang Qiuyuan Huang Xiaodong He Siwei Lyu Jianfeng Gao GAN 74 302 0 27 Feb 2019
Realistic Image Generation using Region-phrase Attention Wanming Huang Yida Xu I. Oppermann GAN 34 15 0 04 Feb 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu GAN 59 231 0 21 Jan 2019
Generating Multiple Objects at Spatially Distinct Locations Tobias Hinz Stefan Heinrich S. Wermter 83 103 0 03 Jan 2019
Sequential Attention GAN for Interactive Image Editing Yu Cheng Zhe Gan Yitong Li Jingjing Liu Jianfeng Gao 71 98 0 20 Dec 2018
Adversarial Learning of Semantic Relevance in Text to Image Synthesis Miriam Cha Youngjune Gwon H. T. Kung GAN 63 54 0 12 Dec 2018
StoryGAN: A Sequential Conditional GAN for Story Visualization Yitong Li Zhe Gan Yelong Shen Jingjing Liu Yu Cheng Yuexin Wu Lawrence Carin David Carlson Jianfeng Gao 108 233 0 06 Dec 2018
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming-Yuan Liu Ming-Hsuan Yang Jan Kautz 75 117 0 06 Dec 2018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos Patricia Rubisch Claudio Michaelis Matthias Bethge Felix Wichmann Wieland Brendel 139 2,674 0 29 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 80 210 0 28 Nov 2018
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 100 123 0 24 Nov 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 89 207 0 29 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 274 5,404 0 28 Sep 2018
Semantically Invariant Text-to-Image Generation Shagan Sah D. Peri Ameya Shringi Chi Zhang Miguel Domínguez Andreas E. Savakis R. Ptucha EGVM 42 9 0 27 Sep 2018
Learning Hierarchical Semantic Image Manipulation through Structured Representations Seunghoon Hong Xinchen Yan Thomas E. Huang Honglak Lee OCL 84 84 0 22 Aug 2018
How good is my GAN? K. Shmelkov Cordelia Schmid Alahari Karteek GAN EGVM 51 350 0 25 Jul 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 316 821 0 04 Apr 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 104 305 0 26 Feb 2018
ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma Dendi Suhubdy Vincent Michalski Samira Ebrahimi Kahou Yoshua Bengio 137 99 0 22 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 71 878 0 09 Feb 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 127 337 0 16 Jan 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 106 694 0 06 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 185 3,948 0 30 Nov 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 118 1,722 0 28 Nov 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 114 1,062 0 19 Oct 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 69 952 0 28 Jul 2017
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 125 2,728 0 10 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 91 188 0 01 Dec 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 81 620 0 08 Oct 2016
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 115 854 0 21 Sep 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 108 1,919 0 29 Jul 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 486 9,073 0 10 Jun 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 209 3,149 0 17 May 2016
A note on the evaluation of generative models Lucas Theis Aaron van den Oord Matthias Bethge EGVM 145 1,146 0 05 Nov 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,396 0 05 Jun 2015
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 264 10,438 0 06 Nov 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,875 0 01 May 2014