Object-driven Text-to-Image Synthesis via Adversarial Training

27 February 2019

Lei Zhang

Papers citing "Object-driven Text-to-Image Synthesis via Adversarial Training"

50 / 76 papers shown

Title
Tell2Design: A Dataset for Language-Guided Floor Plan Generation Sicong Leng Yangqiaoyu Zhou Mohammed Haroon Dupty W. Lee Sam Joyce Wei Lu 3DV 40 11 0 27 Nov 2023
Visual Programming for Text-to-Image Generation and Evaluation Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou MLLM 38 50 0 24 May 2023
ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis Hongchen Tan Baocai Yin Kun Wei Xiuping Liu Xin Li 29 16 0 13 Apr 2023
Gradient-Free Textual Inversion Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 38 31 0 12 Apr 2023
Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation Mayu Otani Riku Togashi Yu Sawai Ryosuke Ishigami Yuta Nakashima Esa Rahtu J. Heikkilä Shiníchi Satoh 38 64 0 04 Apr 2023
Discriminative Class Tokens for Text-to-Image Diffusion Models Idan Schwartz Vésteinn Snaebjarnarson Hila Chefer Ryan Cotterell Serge Belongie Lior Wolf Sagie Benaim 33 9 0 30 Mar 2023
MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models Jing Zhao Heliang Zheng Chaoyue Wang L. Lan Wenjing Yang VLM 45 17 0 23 Mar 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 17 177 0 08 Feb 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis Ming Tao Bingkun Bao Hao Tang Changsheng Xu DiffM VLM 77 102 0 30 Jan 2023
GLIGEN: Open-Set Grounded Text-to-Image Generation Yuheng Li Haotian Liu Qingyang Wu Fangzhou Mu Jianwei Yang Jianfeng Gao Chunyuan Li Yong Jae Lee VLM 82 570 1 17 Jan 2023
SpaText: Spatio-Textual Representation for Controllable Image Generation Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 40 203 0 25 Nov 2022
ReCo: Region-Controlled Text-to-Image Generation Zhengyuan Yang Jianfeng Wang Zhe Gan Linjie Li Kevin Qinghong Lin ... Nan Duan Zicheng Liu Ce Liu Michael Zeng Lijuan Wang DiffM 56 140 0 23 Nov 2022
Learning to Model Multimodal Semantic Alignment for Story Visualization Bowen Li Thomas Lukasiewicz DiffM 33 2 0 14 Nov 2022
Lafite2: Few-shot Text-to-Image Generation Yufan Zhou Chunyuan Li Changyou Chen Jianfeng Gao Jinhui Xu DiffM 32 11 0 25 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 32 11 0 18 Oct 2022
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations Yi-Chun Zhu Hongyu Liu Yibing Song Ziyang Yuan Xintong Han Chun Yuan Qifeng Chen Jue Wang VLM DiffM 36 31 0 14 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 28 118 0 13 Oct 2022
Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation Xintian Wu Hanbin Zhao Liangli Zheng Shouhong Ding Xi Li 34 13 0 28 Sep 2022
Text-Free Learning of a Natural Language Interface for Pretrained Face Generators Xiaodan Du Raymond A. Yeh Nicholas I. Kolkin Eli Shechtman Gregory Shakhnarovich CLIP 34 1 0 08 Sep 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 39 91 0 29 Aug 2022
Region-guided CycleGANs for Stain Transfer in Whole Slide Images Joseph Boyd I. Villa M. Mathieu Eric Deutsch Nikos Paragios Maria Vakalopoulou Stergios Christodoulidis MedIm 24 13 0 26 Aug 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 73 2,718 0 25 Aug 2022
Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks Qingrong Cheng Keyu Wen X. Gu VLM EGVM 32 16 0 20 Aug 2022
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork Xin Yuan Zhe Lin Jason Kuen Jianming Zhang John Collomosse 40 5 0 17 Aug 2022
ARMANI: Part-level Garment-Text Alignment for Unified Cross-Modal Fashion Design Xujie Zhang Yuyang Sha Michael C. Kampffmeyer Zhenyu Xie Zequn Jie Chengwen Huang Jianqing Peng Xiaodan Liang 19 18 0 11 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 92 1,699 0 02 Aug 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 36 50 0 02 Jun 2022
Text-to-Face Generation with StyleGAN2 D. M. A. Ayanthi Sarasi Munasinghe CVBM 30 5 0 25 May 2022
GR-GAN: Gradual Refinement Text-to-image Generation Bo Yang Fangxiang Feng Xiaojie Wang EGVM 16 7 0 23 May 2022
Text to artistic image generation Qinghe Tian Jean-Claude Franchitti GAN 27 1 0 05 May 2022
LayoutBERT: Masked Language Layout Model for Object Insertion Kerem Turgutlu Sanatan Sharma J. Kumar VLM DiffM 38 2 0 30 Apr 2022
Optimized latent-code selection for explainable conditional text-to-image GANs Zhenxing Zhang Lambert Schomaker 39 4 0 27 Apr 2022
Recurrent Affine Transformation for Text-to-image Synthesis Senmao Ye Fei Liu Mingkui Tan 25 26 0 22 Apr 2022
DR-GAN: Distribution Regularization for Text-to-Image Generation Hongchen Tan Xiuping Liu Baocai Yin Xin Li GAN 32 36 0 17 Apr 2022
DT2I: Dense Text-to-Image Generation from Region Descriptions Stanislav Frolov Prateek Bansal Jörn Hees Andreas Dengel VLM 27 5 0 05 Apr 2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training Luyang Huang Guocheng Niu Jiachen Liu Xinyan Xiao Hua Wu VLM CoGe 19 7 0 17 Mar 2022
CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP Zihao Wang Wei Liu Qian He Xin-ru Wu Zili Yi CLIP VLM 207 73 0 01 Mar 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 48 0 27 Dec 2021
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Haoran Su Qiang Liu CLIP 35 89 0 02 Dec 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 76 766 0 29 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 55 922 0 29 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 35 163 0 27 Nov 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 27 133 0 17 Oct 2021
Multimodal Dialogue Response Generation Qingfeng Sun Yujing Wang Can Xu Kai Zheng Yaming Yang Huang Hu Fei Xu Jessica Zhang Xiubo Geng Daxin Jiang 26 43 0 16 Oct 2021
Cross-Modal Virtual Sensing for Combustion Instability Monitoring Tryambak Gangopadhyay V. Ramanan S. Chakravarthy Soumik Sarkar 21 1 0 04 Oct 2021
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis Shulan Ruan Yong Zhang Kun Zhang Yanbo Fan Fan Tang Qi Liu Enhong Chen 36 88 0 27 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 41 47 0 03 Aug 2021
Towards Better Adversarial Synthesis of Human Images from Text Rania Briq Pratika Kochar Juergen Gall 3DH 26 8 0 05 Jul 2021
Are conditional GANs explicitly conditional? Houssem-eddine Boulahbal A. Voicila Andrew I. Comport GAN 41 1 0 28 Jun 2021
CogView: Mastering Text-to-Image Generation via Transformers Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou ... Junyang Lin Xu Zou Zhou Shao Hongxia Yang Jie Tang ViT VLM 54 766 0 26 May 2021