DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis

2 April 2019

Papers citing "DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis"

50 / 323 papers shown

Title
Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang Arun Mallya Ting-Chun Wang Xuan Li DiffM 248 102 0 09 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 196 101 0 02 Dec 2021
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation Tan M. Dinh Rang Nguyen Binh-Son Hua EGVM 151 21 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 426 938 0 29 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2021 Jiuxiang Gu Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 247 200 0 27 Nov 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 259 341 0 24 Nov 2021
L-Verse: Bidirectional Generation Between Image and TextComputer Vision and Pattern Recognition (CVPR), 2021 Taehoon Kim Gwangmo Song Sihaeng Lee Sangyun Kim Yewon Seo Soonyoung Lee S. Kim Honglak Lee Kyunghoon Bae 972 28 0 22 Nov 2021
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation Zhenxing Zhang Lambert Schomaker DiffM 111 28 0 17 Nov 2021
Wide and Narrow: Video Prediction from Context and MotionBritish Machine Vision Conference (BMVC), 2021 Jaehoon Cho Jiyoung Lee Changjae Oh Wonil Song Kwanghoon Sohn 185 1 0 22 Oct 2021
Each Attribute Matters: Contrastive Attention for Sentence-based Image EditingBritish Machine Vision Conference (BMVC), 2021 Liuqing Zhao Fan Lyu Fuyuan Hu Kaizhu Huang Fenglei Xu Linyan Li 133 1 0 21 Oct 2021
A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation Yupan Huang Bei Liu Jianlong Fu Yutong Lu DiffM 159 7 0 19 Oct 2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation Yupan Huang Hongwei Xue Bei Liu Yutong Lu 197 64 0 19 Oct 2021
Multi-Tailed, Multi-Headed, Spatial Dynamic Memory refined Text-to-Image Synthesis Amrit Diggavi Seshadri Balaraman Ravindran 63 3 0 15 Oct 2021
Universal Face Restoration With Memorized Modulation Jia Li Huaibo Huang Xiaofei Jia Ran He CVBM 159 2 0 03 Oct 2021
Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems Dan Li Shuai Wang Jie Zou T. Chang Elisha Nieuwburg Fengyuan Sun Evangelos Kanoulas 109 16 0 23 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models Vivian Liu Lydia B. Chilton 284 613 0 14 Sep 2021
FA-GAN: Feature-Aware GAN for Text to Image Synthesis E. Jeon Kunhee Kim Daijin Kim GAN 101 11 0 02 Sep 2021
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image SynthesisIEEE International Conference on Computer Vision (ICCV), 2021 Shulan Ruan Yong Zhang Kun Zhang Yanbo Fan Fan Tang Qi Liu Enhong Chen 139 120 0 27 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 195 52 0 03 Aug 2021
Unsupervised Outlier Detection using Memory and Contrastive LearningIEEE Transactions on Image Processing (TIP), 2021 Ning Huyan Dou Quan Xiangrong Zhang Xuefeng Liang Jocelyn Chanussot L. Jiao 162 29 0 27 Jul 2021
Remember What You have drawn: Semantic Image Manipulation with Memory Xiangxi Shi Zhonghua Wu Guosheng Lin Jianfei Cai Shafiq Joty VLM 129 4 0 27 Jul 2021
Conditional GANs with Auxiliary Discriminative ClassifierInternational Conference on Machine Learning (ICML), 2021 Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 330 46 0 21 Jul 2021
Deep Image Synthesis from Intuitive User Input: A Review and PerspectivesComputational Visual Media (CVM), 2021 Yuan Xue Yuanchen Guo Han Zhang Tao Xu Song-Hai Zhang Xiaolei Huang EGVM 3DV 216 22 0 09 Jul 2021
Improving Text-to-Image Synthesis Using Contrastive Learning Hui Ye Xiulong Yang Martin Takáč Rajshekhar Sunderraman Shihao Ji 226 89 0 06 Jul 2021
Towards Better Adversarial Synthesis of Human Images from Text Rania Briq Pratika Kochar Juergen Gall 3DH 161 9 0 05 Jul 2021
Visual Conceptual Blending with Large-scale Language and Vision ModelsInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2021 Songwei Ge Devi Parikh VLM DiffM 89 16 0 27 Jun 2021
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers Zhu Zhang Jianxin Ma Chang Zhou Rui Men Zhikang Li Ming Ding Jie Tang Jingren Zhou Hongxia Yang 289 47 0 29 May 2021
CogView: Mastering Text-to-Image Generation via TransformersNeural Information Processing Systems (NeurIPS), 2021 Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou ... Junyang Lin Xu Zou Zhou Shao Hongxia Yang Jie Tang ViT VLM 375 913 0 26 May 2021
Improving Generation and Evaluation of Visual Stories via Semantic ConsistencyNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 A. Maharana Darryl Hannan Joey Tianyi Zhou EGVM 301 64 0 20 May 2021
CAGAN: Text-To-Image Generation with Combined Attention GANsGerman Conference on Pattern Recognition (DAGM), 2021 Henning Schulze Dogucan Yaman Alexander Waibel GAN 150 4 0 26 Apr 2021
Towards Open-World Text-Guided Face Image Generation and Manipulation Weihao Xia Yujiu Yang Jing-Hao Xue Baoyuan Wu DiffM 172 48 0 18 Apr 2021
Memory-guided Unsupervised Image-to-image TranslationComputer Vision and Pattern Recognition (CVPR), 2021 Somi Jeong Youngjung Kim Eungbean Lee Kwanghoon Sohn VLM 141 44 0 12 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment LearningComputer Vision and Pattern Recognition (CVPR), 2021 Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 185 123 0 02 Apr 2021
Text to Image Generation with Semantic-Spatial Aware GANComputer Vision and Pattern Recognition (CVPR), 2021 Kaiqin Hu Wentong Liao M. Yang Bodo Rosenhahn 286 160 0 01 Apr 2021
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and StyleGerman Conference on Pattern Recognition (DAGM), 2021 Stanislav Frolov Avneesh Sharma Jörn Hees Tushar Karayil Federico Raue Andreas Dengel 191 15 0 25 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 239 135 0 19 Mar 2021
Zero-Shot Text-to-Image GenerationInternational Conference on Machine Learning (ICML), 2021 Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 748 5,931 0 24 Feb 2021
Adversarial Text-to-Image Synthesis: A ReviewNeural Networks (NN), 2021 Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 270 200 0 25 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2021 Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 462 415 0 12 Jan 2021
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation Weihao Xia Yujiu Yang Jing-Hao Xue Baoyuan Wu DiffM 289 24 0 06 Dec 2020
Attributes Aware Face Generation with Generative Adversarial NetworksInternational Conference on Pattern Recognition (ICPR), 2020 Zheng Yuan Jie Zhang Shiguang Shan Xilin Chen GAN CVBM 140 7 0 03 Dec 2020
Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation LearningACM Multimedia (ACM MM), 2020 Ricardo Guerrero Hai Xuan Pham Vladimir Pavlovic 334 29 0 02 Dec 2020
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation Zhenxing Zhang Lambert Schomaker GAN 222 43 0 05 Nov 2020
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis Stanislav Frolov Shailza Jolly Jörn Hees Andreas Dengel EGVM 120 6 0 28 Oct 2020
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 269 6 0 19 Oct 2020
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications Yue Yang P. Xie MedIm 129 0 0 07 Oct 2020
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks S. Han Siqu Long Siwen Luo Kunze Wang Josiah Poon 168 18 0 07 Oct 2020
MGD-GAN: Text-to-Pedestrian generation through Multi-Grained DiscriminationChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2020 Shengyu Zhang Donghui Wang Zhou Zhao Siliang Tang Di Xie Leilei Gan 98 1 0 02 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 178 106 0 23 Sep 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation Ruisi Zhang Luntian Mou P. Xie GAN 165 1 0 16 Sep 2020