Adversarial Text-to-Image Synthesis: A Review

25 January 2021

Papers citing "Adversarial Text-to-Image Synthesis: A Review"

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Title
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 396 0 0 22 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 107 1 0 12 Mar 2025
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 120 361 0 12 Jan 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 106 2,931 0 17 Dec 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 284 6,401 0 26 Nov 2020
Text-to-Image Generation Grounded by Fine-Grained User Attention Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang DiffM 93 59 0 07 Nov 2020
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis Stanislav Frolov Shailza Jolly Jörn Hees Andreas Dengel EGVM 35 5 0 28 Oct 2020
Adversarial score matching and improved sampling for image generation Alexia Jolicoeur-Martineau Remi Piche-Taillefer Rémi Tachet des Combes Ioannis Mitliagkas DiffM 57 126 0 11 Sep 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 75 59 0 10 Aug 2020
Rewriting a Deep Generative Model David Bau Steven Liu Tongzhou Wang Jun-Yan Zhu Antonio Torralba GAN DRL 80 138 0 30 Jul 2020
Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement Tianren Wang Teng Zhang Brian C. Lovell CVBM 44 35 0 13 Jun 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 66 352 0 15 May 2020
S2IGAN: Speech-to-Image Generation via Adversarial Learning Xinsheng Wang Tingting Qiao Jihua Zhu Alan Hanjalic O. Scharenborg VLM GAN 44 17 0 14 May 2020
Conditional Image Generation and Manipulation for User-Specified Content David Stap Maurits J. R. Bleeker Sarah Ibrahimi Maartje ter Hoeve 22 28 0 11 May 2020
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO Zarana Parekh Jason Baldridge Daniel Cer Austin Waters Yinfei Yang 40 60 0 30 Apr 2020
Efficient Neural Architecture for Text-to-Image Synthesis Douglas M. Souza Jonatas Wehrmann D. Ruiz 29 24 0 23 Apr 2020
From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech Hyeong-Seok Choi Changdae Park Kyogu Lee CVBM 33 29 0 13 Apr 2020
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Wei Sun Tianfu Wu 52 83 0 25 Mar 2020
Object-Centric Image Generation from Layouts Tristan Sylvain Pengchuan Zhang Yoshua Bengio R. Devon Hjelm Shikhar Sharma EGVM OCL 102 101 0 16 Mar 2020
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network D. Zhu Aditya Mogadala Dietrich Klakow GAN 36 8 0 16 Dec 2019
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr EGVM 81 285 0 12 Dec 2019
Controlling Style and Semantics in Weakly-Supervised Image Generation Dario Pavllo Aurelien Lucchi Thomas Hofmann 48 35 0 06 Dec 2019
Connecting Vision and Language with Localized Narratives Jordi Pont-Tuset J. Uijlings Soravit Changpinyo Radu Soricut V. Ferrari ObjD 70 247 0 06 Dec 2019
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 67 159 0 29 Oct 2019
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis Jorge Agnese Jonathan Herrera Haicheng Tao Xingquan Zhu EGVM 55 102 0 21 Oct 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 84 354 0 16 Sep 2019
Specifying Object Attributes and Relations in Interactive Scene Generation Oron Ashual Lior Wolf 132 180 0 11 Sep 2019
Image Synthesis From Reconfigurable Layout and Style Wei Sun Tianfu Wu 69 141 0 20 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 227 2,474 0 20 Aug 2019
Dual Adversarial Inference for Text-to-Image Synthesis Qicheng Lao Mohammad Havaei Ahmad Pesaranghader Francis Dutil Lisa Di-Jorio T. Fevens GAN 48 39 0 14 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 124 1,946 0 09 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 215 3,666 0 06 Aug 2019
Visual-Relation Conscious Image Generation from Structured-Text D. Vo Akihiro Sugimoto 33 17 0 05 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 55 133 0 22 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 204 3,867 0 12 Jul 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 50 42 0 11 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 119 543 0 04 Jul 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 112 1,803 0 02 Jun 2019
Classification Accuracy Score for Conditional Generative Models Suman V. Ravuri Oriol Vinyals EGVM 68 233 0 26 May 2019
Interactive Image Generation Using Scene Graphs Gaurav Mittal Shubham Agrawal Anuva Agarwal Sushant Mehta Tanya Marwah GNN 55 53 0 09 May 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang Li Tao Ma Yeqi Bai Nan Duan Sining Wei Xiaogang Wang 113 94 0 05 May 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 91 856 0 15 Apr 2019
Direct speech-to-speech translation with a sequence-to-sequence model Ye Jia Ron J. Weiss Fadi Biadsy Wolfgang Macherey Melvin Johnson Zhiwen Chen Yonghui Wu 59 228 0 12 Apr 2019
Semantics Disentangling for Text-to-Image Generation Guojun Yin Bin Liu Lu Sheng Nenghai Yu Xiaogang Wang Jing Shao 47 183 0 02 Apr 2019
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis Minfeng Zhu Pingbo Pan Wei Chen Yi Yang GAN 52 580 0 02 Apr 2019
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models Sharon Zhou Mitchell L. Gordon Ranjay Krishna Austin Narcomey Li Fei-Fei Michael S. Bernstein VLM EGVM 35 121 0 01 Apr 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 61 539 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 60 300 0 27 Feb 2019
Realistic Image Generation using Region-phrase Attention Wanming Huang Yida Xu I. Oppermann GAN 34 15 0 04 Feb 2019
A Layer-Based Sequential Framework for Scene Generation with GANs Mehmet Özgür Türkoglu William Thong Luuk J. Spreeuwers Berkay Kicanaoglu GAN 37 37 0 02 Feb 2019