DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis

13 August 2020

Papers citing "DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis"

50 / 127 papers shown

Title
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation Biao Gong Siteng Huang Yutong Feng Shiwei Zhang Yuyuan Li Yu Liu DiffM 29 11 0 27 Nov 2023
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination KamWoh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang DiffM 20 6 0 27 Nov 2023
CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization Ruoyu Zhao Mingrui Zhu Shiyin Dong Nannan Wang Xinbo Gao DiffM 35 13 0 24 Nov 2023
DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics Aniket Roy Maiterya Suin Anshul B. Shah Ketul Shah Jiang-Long Liu Rama Chellappa DiffM 35 4 0 16 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 137 107 0 14 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 41 10 0 30 Oct 2023
To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now Yimeng Zhang Jinghan Jia Xin Chen Aochuan Chen Yihua Zhang Jiancheng Liu Ke Ding Sijia Liu DiffM 22 83 0 18 Oct 2023
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts Hanan Gani Shariq Farooq Bhat Muzammal Naseer Salman Khan Peter Wonka DiffM 44 38 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 46 43 0 16 Oct 2023
SAIR: Learning Semantic-aware Implicit Representation Canyu Zhang Xiaoguang Li Qing Guo Song Wang 36 4 0 13 Oct 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 24 24 0 28 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 108 196 0 12 Sep 2023
ITI-GEN: Inclusive Text-to-Image Generation Cheng Zhang Xuanbai Chen Siqi Chai Chen Henry Wu Dmitry Lagun Thabo Beeler Fernando de la Torre VLM 35 52 0 11 Sep 2023
T2IW: Joint Text to Image & Watermark Generation Anan Liu Guokai Zhang Yuting Su Ning Xu Yongdong Zhang Lanjun Wang 44 4 0 07 Sep 2023
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning Chong Zhang Mingyu Jin Qinkai Yu Haochen Xue Shreyank N Gowda Xiaobo Jin 27 0 0 04 Sep 2023
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model A. Sebaq Mohamed ElHelw DiffM 52 23 0 03 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 24 7 0 02 Sep 2023
DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment Xujie Zhang Binbin Yang Michael C. Kampffmeyer Wenqing Zhang Shiyue Zhang Guansong Lu Liang Lin Hang Xu Xiaodan Liang DiffM 31 9 0 22 Aug 2023
BATINet: Background-Aware Text to Image Synthesis and Manipulation Network Ryugo Morita Zhiqiang Zhang Jinjia Zhou 21 3 0 11 Aug 2023
Interleaving GANs with knowledge graphs to support design creativity for book covers Alexandru Motogna Adrian Groza GAN 13 0 0 03 Aug 2023
Contrast-augmented Diffusion Model with Fine-grained Sequence Alignment for Markup-to-Image Generation Guojin Zhong Jin Yuan Pan Wang Kailun Yang Weili Guan Zhiyong Li DiffM 29 6 0 02 Aug 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis H. Tang Guolei Sun N. Sebe Luc Van Gool GAN 41 8 0 22 Jul 2023
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback Jaskirat Singh Liang Zheng 34 18 0 10 Jul 2023
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis Aishwarya Agarwal Srikrishna Karanam K. J. Joseph Apoorv Saxena Koustava Goswami Balaji Vasan Srinivasan VLM DiffM 13 46 0 26 Jun 2023
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models Roy Voetman Maya Aghaei K. Dijkstra DiffM 19 11 0 16 Jun 2023
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis Y. Ma Zhengyu Zhao Xinlei He Zheng Li Michael Backes Yang Zhang AAML WIGM 22 21 0 13 Jun 2023
Multi-modal Latent Diffusion Mustapha Bounoua Giulio Franzese Pietro Michiardi DiffM 24 13 0 07 Jun 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 26 10 0 01 Jun 2023
The Hidden Language of Diffusion Models Hila Chefer Oran Lang Mor Geva Volodymyr Polosukhin Assaf Shocher Michal Irani Inbar Mosseri Lior Wolf DiffM 20 26 0 01 Jun 2023
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models Pablo Pernias Dominic Rampas Mats L. Richter Christopher Pal Marc Aubreville DiffM VLM 26 42 0 01 Jun 2023
Translation-Enhanced Multilingual Text-to-Image Generation Yaoyiran Li Ching-Yun Chang Stephen Rawls Ivan Vulić Anna Korhonen 29 8 0 30 May 2023
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths Zeyue Xue Guanglu Song Qiushan Guo Boxiao Liu Zhuofan Zong Yu Liu Ping Luo DiffM 45 132 0 29 May 2023
T2TD: Text-3D Generation Model based on Prior Knowledge Guidance Weizhi Nie Ruidong Chen Weijie Wang Bruno Lepri N. Sebe 32 4 0 25 May 2023
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models Sungnyun Kim Junsoo Lee Kibeom Hong Daesik Kim Namhyuk Ahn DiffM 19 14 0 24 May 2023
Inspecting the Geographical Representativeness of Images from Text-to-Image Models Aparna Basu R. Venkatesh Babu Danish Pruthi DiffM 31 39 0 18 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 24 71 0 09 May 2023
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder Xinmiao Lin Yikang Li Jenhao Hsiao C. Ho Yu Kong 90 17 0 04 May 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 37 26 0 20 Apr 2023
UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer Soon Yau Cheong A. Mustafa Andrew Gilbert DiffM 25 13 0 18 Apr 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Ming Cao Xintao Wang Zhongang Qi Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 39 430 0 17 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 36 0 0 08 Apr 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 135 221 0 06 Apr 2023
Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models Xuhui Jia Yang Zhao Kelvin C. K. Chan Yandong Li Han-Ying Zhang Boqing Gong Tingbo Hou Haoran Wang Yu-Chuan Su DiffM 19 100 0 05 Apr 2023
Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 36 52 0 04 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 30 9 0 30 Mar 2023
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation K. Pnvr Bharat Singh P. Ghosh Behjat Siddiquie David Jacobs DiffM 35 29 0 22 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 40 20 0 17 Mar 2023
Graph Transformer GANs for Graph-Constrained House Generation H. Tang Zhenyu Zhang Humphrey Shi Bo-wen Li Lin Shao N. Sebe Radu Timofte Luc Van Gool 46 19 0 14 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 46 445 0 09 Mar 2023