Modeling Image Composition for Complex Scene Generation

2 June 2022

Zuopeng Yang

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Papers citing "Modeling Image Composition for Complex Scene Generation"

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Title
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 93 0 0 07 Sep 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond Qiming Zhang Yufei Xu Jing Zhang Dacheng Tao ViT 91 233 0 21 Feb 2022
ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Patrick Esser Robin Rombach A. Blattmann Bjorn Ommer DiffM 89 160 0 19 Aug 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 88 337 0 29 Jul 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 148 338 0 07 Jun 2021
High-Resolution Complex Scene Synthesis with Transformers Manuel Jahn Robin Rombach Bjorn Ommer ViT 60 37 0 13 May 2021
Self-Supervised Learning with Swin Transformers Zhenda Xie Yutong Lin Zhuliang Yao Zheng Zhang Qi Dai Yue Cao Han Hu ViT 76 183 0 10 May 2021
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 115 262 0 13 Apr 2021
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style Stanislav Frolov Avneesh Sharma Jörn Hees Tushar Karayil Federico Raue Andreas Dengel 54 15 0 25 Mar 2021
Context-Aware Layout to Image Generation with Enhanced Object Appearance Sen He Wentong Liao M. Yang Yongxin Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang DiffM VLM 69 53 0 22 Mar 2021
M6: A Chinese Multimodal Pretrainer Junyang Lin Rui Men An Yang Chan Zhou Ming Ding ... Yong Li Wei Lin Jingren Zhou J. Tang Hongxia Yang VLM MoE 84 134 0 01 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 418 4,953 0 24 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 131 2,984 0 17 Dec 2020
Few-shot Image Generation with Elastic Weight Consolidation Yijun Li Richard Y. Zhang Jingwan Lu Eli Shechtman 3DH 91 169 0 04 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 664 41,103 0 22 Oct 2020
Attribute-guided image generation from layout Ke Ma Bo Zhao Leonid Sigal 52 14 0 27 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 138 1,108 0 03 Aug 2020
Robust Object Detection under Occlusion with Context-Aware CompositionalNets Angtian Wang Yihong Sun Adam Kortylewski Alan Yuille ObjD 97 114 0 24 May 2020
Semantic Image Manipulation Using Scene Graphs Helisa Dhamo Azade Farshad Iro Laina Nassir Navab Gregory Hager Federico Tombari Christian Rupprecht 90 121 0 07 Apr 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 103 283 0 29 Mar 2020
Piecewise linear activations substantially shape the loss surfaces of neural networks Fengxiang He Bohan Wang Dacheng Tao ODL 72 30 0 27 Mar 2020
BachGAN: High-Resolution Image Synthesis from Salient Object Layout Yandong Li Yu Cheng Zhe Gan Licheng Yu Liqiang Wang Jingjing Liu 74 39 0 26 Mar 2020
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Wei Sun Tianfu Wu 64 84 0 25 Mar 2020
Object-Centric Image Generation from Layouts Tristan Sylvain Pengchuan Zhang Yoshua Bengio R. Devon Hjelm Shikhar Sharma EGVM OCL 113 102 0 16 Mar 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 132 118 0 05 Mar 2020
Learning Canonical Representations for Scene Graph to Image Generation Roei Herzig Amir Bar Huijuan Xu Gal Chechik Trevor Darrell Amir Globerson GNN OCL 66 108 0 16 Dec 2019
MineGAN: effective knowledge transfer from GANs to target domains with few images Yaxing Wang Abel Gonzalez-Garcia David Berga Luis Herranz Fahad Shahbaz Khan Joost van de Weijer GAN 46 189 0 11 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 301 5,815 0 03 Dec 2019
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 80 159 0 29 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 82 207 0 15 Oct 2019
Specifying Object Attributes and Relations in Interactive Scene Generation Oron Ashual Lior Wolf 141 180 0 11 Sep 2019
Image Synthesis From Reconfigurable Layout and Style Wei Sun Tianfu Wu 95 142 0 20 Aug 2019
Image Captioning: Transforming Objects into Words Simão Herdade Armin Kappeler K. Boakye Joao Soares ViT 123 470 0 14 Jun 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 90 1,816 0 10 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 156 2,691 0 18 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 71 302 0 27 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 593 10,561 0 12 Dec 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 65 210 0 28 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 264 5,401 0 28 Sep 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 76 834 0 19 Sep 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 109 988 0 20 Aug 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 148 3,729 0 21 May 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 303 820 0 04 Apr 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 94 1,251 0 23 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 147 284 0 01 Mar 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 108 337 0 16 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 122 1,224 0 30 Nov 2017