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1904.01310
Cited By
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis
2 April 2019
Minfeng Zhu
Pingbo Pan
Wei Chen
Yi Yang
GAN
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Papers citing
"DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis"
50 / 323 papers shown
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
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Arun Mallya
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DiffM
269
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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
219
101
0
02 Dec 2021
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation
Tan M. Dinh
Rang Nguyen
Binh-Son Hua
EGVM
164
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
446
946
0
29 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation
Computer 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
293
204
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
283
342
0
24 Nov 2021
L-Verse: Bidirectional Generation Between Image and Text
Computer Vision and Pattern Recognition (CVPR), 2021
Taehoon Kim
Gwangmo Song
Sihaeng Lee
Sangyun Kim
Yewon Seo
Soonyoung Lee
S. Kim
Honglak Lee
Kyunghoon Bae
1.0K
28
0
22 Nov 2021
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation
Zhenxing Zhang
Lambert Schomaker
DiffM
124
29
0
17 Nov 2021
Wide and Narrow: Video Prediction from Context and Motion
British Machine Vision Conference (BMVC), 2021
Jaehoon Cho
Jiyoung Lee
Changjae Oh
Wonil Song
Kwanghoon Sohn
194
1
0
22 Oct 2021
Each Attribute Matters: Contrastive Attention for Sentence-based Image Editing
British Machine Vision Conference (BMVC), 2021
Liuqing Zhao
Fan Lyu
Fuyuan Hu
Kaizhu Huang
Fenglei Xu
Linyan Li
138
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
171
7
0
19 Oct 2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation
Yupan Huang
Hongwei Xue
Bei Liu
Yutong Lu
214
64
0
19 Oct 2021
Multi-Tailed, Multi-Headed, Spatial Dynamic Memory refined Text-to-Image Synthesis
Amrit Diggavi Seshadri
Balaraman Ravindran
76
3
0
15 Oct 2021
Universal Face Restoration With Memorized Modulation
Jia Li
Huaibo Huang
Xiaofei Jia
Ran He
CVBM
178
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
117
17
0
23 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models
Vivian Liu
Lydia B. Chilton
320
622
0
14 Sep 2021
FA-GAN: Feature-Aware GAN for Text to Image Synthesis
E. Jeon
Kunhee Kim
Daijin Kim
GAN
117
11
0
02 Sep 2021
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis
IEEE International Conference on Computer Vision (ICCV), 2021
Shulan Ruan
Yong Zhang
Kun Zhang
Yanbo Fan
Fan Tang
Qi Liu
Enhong Chen
162
120
0
27 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis
Hao Wang
Guosheng Lin
Guosheng Lin
Chunyan Miao
207
52
0
03 Aug 2021
Unsupervised Outlier Detection using Memory and Contrastive Learning
IEEE 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
134
4
0
27 Jul 2021
Conditional GANs with Auxiliary Discriminative Classifier
International Conference on Machine Learning (ICML), 2021
Liang Hou
Qi Cao
Huawei Shen
Siyuan Pan
Xiaoshuang Li
Xueqi Cheng
GAN
353
46
0
21 Jul 2021
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives
Computational Visual Media (CVM), 2021
Yuan Xue
Yuanchen Guo
Han Zhang
Tao Xu
Song-Hai Zhang
Xiaolei Huang
EGVM
3DV
225
22
0
09 Jul 2021
Improving Text-to-Image Synthesis Using Contrastive Learning
Hui Ye
Xiulong Yang
Martin Takáč
Rajshekhar Sunderraman
Shihao Ji
267
89
0
06 Jul 2021
Towards Better Adversarial Synthesis of Human Images from Text
Rania Briq
Pratika Kochar
Juergen Gall
3DH
174
9
0
05 Jul 2021
Visual Conceptual Blending with Large-scale Language and Vision Models
International Conference on Innovative Computing and Cloud Computing (ICCC), 2021
Songwei Ge
Devi Parikh
VLM
DiffM
97
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
351
47
0
29 May 2021
CogView: Mastering Text-to-Image Generation via Transformers
Neural 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
411
919
0
26 May 2021
Improving Generation and Evaluation of Visual Stories via Semantic Consistency
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
A. Maharana
Darryl Hannan
Joey Tianyi Zhou
EGVM
313
65
0
20 May 2021
CAGAN: Text-To-Image Generation with Combined Attention GANs
German Conference on Pattern Recognition (DAGM), 2021
Henning Schulze
Dogucan Yaman
Alexander Waibel
GAN
163
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
203
48
0
18 Apr 2021
Memory-guided Unsupervised Image-to-image Translation
Computer Vision and Pattern Recognition (CVPR), 2021
Somi Jeong
Youngjung Kim
Eungbean Lee
Kwanghoon Sohn
VLM
151
45
0
12 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Sangmin Lee
Hak Gu Kim
Dae Hwi Choi
Hyungil Kim
Yong Man Ro
207
123
0
02 Apr 2021
Text to Image Generation with Semantic-Spatial Aware GAN
Computer Vision and Pattern Recognition (CVPR), 2021
Kaiqin Hu
Wentong Liao
M. Yang
Bodo Rosenhahn
330
160
0
01 Apr 2021
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style
German Conference on Pattern Recognition (DAGM), 2021
Stanislav Frolov
Avneesh Sharma
Jörn Hees
Tushar Karayil
Federico Raue
Andreas Dengel
199
15
0
25 Mar 2021
Paint by Word
A. Andonian
David Bau
Audrey Cui
YeonHwan Park
Ali Jahanian
Antonio Torralba
A. Oliva
DiffM
251
135
0
19 Mar 2021
Zero-Shot Text-to-Image Generation
International Conference on Machine Learning (ICML), 2021
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
816
5,970
0
24 Feb 2021
Adversarial Text-to-Image Synthesis: A Review
Neural Networks (NN), 2021
Stanislav Frolov
Tobias Hinz
Federico Raue
Jörn Hees
Andreas Dengel
EGVM
321
201
0
25 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation
Computer Vision and Pattern Recognition (CVPR), 2021
Han Zhang
Jing Yu Koh
Jason Baldridge
Honglak Lee
Yinfei Yang
GAN
518
418
0
12 Jan 2021
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
Weihao Xia
Yujiu Yang
Jing-Hao Xue
Baoyuan Wu
DiffM
333
24
0
06 Dec 2020
Attributes Aware Face Generation with Generative Adversarial Networks
International 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 Learning
ACM Multimedia (ACM MM), 2020
Ricardo Guerrero
Hai Xuan Pham
Vladimir Pavlovic
358
30
0
02 Dec 2020
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation
Zhenxing Zhang
Lambert Schomaker
GAN
260
43
0
05 Nov 2020
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis
Stanislav Frolov
Shailza Jolly
Jörn Hees
Andreas Dengel
EGVM
134
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
277
6
0
19 Oct 2020
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications
Yue Yang
P. Xie
MedIm
137
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
187
18
0
07 Oct 2020
MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2020
Shengyu Zhang
Donghui Wang
Zhou Zhao
Siliang Tang
Di Xie
Leilei Gan
110
1
0
02 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jaemin Cho
Jiasen Lu
Dustin Schwenk
Hannaneh Hajishirzi
Aniruddha Kembhavi
VLM
MLLM
216
106
0
23 Sep 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation
Ruisi Zhang
Luntian Mou
P. Xie
GAN
169
1
0
16 Sep 2020
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