AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

28 November 2017

Papers citing "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks"

50 / 822 papers shown

Title
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis P. Katiyar Anna Khoreva 33 4 0 25 Nov 2020
Multimodal Prototypical Networks for Few-shot Learning Frederik Pahde M. Puscas T. Klein Moin Nabi 77 90 0 17 Nov 2020
End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks Alice Xue GAN 74 52 0 11 Nov 2020
MUSE: Textual Attributes Guided Portrait Painting Generation Xiaodan Hu Pengfei Yu Kevin Knight Heng Ji Bo Li Humphrey Shi EGVM 49 3 0 09 Nov 2020
Text-to-Image Generation Grounded by Fine-Grained User Attention Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang DiffM 146 59 0 07 Nov 2020
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation Zhenxing Zhang Lambert Schomaker GAN 67 35 0 05 Nov 2020
Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework Johanes Effendi Andros Tjandra S. Sakti Satoshi Nakamura 23 3 0 04 Nov 2020
CooGAN: A Memory-Efficient Framework for High-Resolution Facial Attribute Editing Xuanhong Chen Bingbing Ni Naiyuan Liu Ziang Liu Yiliu Jiang Loc Truong Qi Tian CVBM 77 15 0 03 Nov 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 69 22 0 28 Oct 2020
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis Stanislav Frolov Shailza Jolly Jörn Hees Andreas Dengel EGVM 50 5 0 28 Oct 2020
Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Philip Torr Thomas Lukasiewicz GAN 157 69 0 23 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 101 6 0 19 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui Guangyu Zheng Wei Wang SSL 52 21 0 16 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 169 33 0 16 Oct 2020
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications Yue Yang P. Xie MedIm 49 0 0 07 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 64 32 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 62 17 0 07 Oct 2020
A Benchmark and Baseline for Language-Driven Image Editing Jing Shi Ning Xu Trung Bui Franck Dernoncourt Zheng Wen Chenliang Xu DiffM 221 31 0 05 Oct 2020
Static and Animated 3D Scene Generation from Free-form Text Descriptions Faria Huq Nafees Ahmed Anindya Iqbal 3DV 88 1 0 04 Oct 2020
MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination Shengyu Zhang Donghui Wang Zhou Zhao Siliang Tang Di Xie Leilei Gan 30 0 0 02 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 95 102 0 23 Sep 2020
Scene Graph to Image Generation with Contextualized Object Layout Refinement Maor Ivgi Yaniv Benny Avichai Ben-David Jonathan Berant Lior Wolf 63 20 0 23 Sep 2020
Generative Imagination Elevates Machine Translation Quanyu Long Mingxuan Wang Lei Li 66 38 0 21 Sep 2020
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning Tsu-Jui Fu Xinze Wang Scott T. Grafton Miguel P. Eckstein William Yang Wang 100 41 0 21 Sep 2020
TreeGAN: Incorporating Class Hierarchy into Image Generation Ruisi Zhang Luntian Mou P. Xie GAN 58 1 0 16 Sep 2020
Towards Unique and Informative Captioning of Images Zeyu Wang Berthy Feng Karthik Narasimhan Olga Russakovsky 69 37 0 08 Sep 2020
Attribute-guided image generation from layout Ke Ma Bo Zhao Leonid Sigal 62 14 0 27 Aug 2020
Improving Text to Image Generation using Mode-seeking Function Naitik Bhise Zhenfei Zhang Tien D. Bui GAN 42 0 0 19 Aug 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 76 53 0 19 Aug 2020
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Leilei Gan Xiaoyuan Jing Bingkun Bao Changsheng Xu 134 214 0 13 Aug 2020
Text as Neural Operator: Image Manipulation by Text Instruction Tianhao Zhang Hung-Yu Tseng Lu Jiang Weilong Yang Honglak Lee Irfan Essa DiffM 92 40 0 11 Aug 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 108 59 0 10 Aug 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 106 127 0 07 Aug 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 115 128 0 29 Jul 2020
Translate the Facial Regions You Like Using Region-Wise Normalization Wenshuang Liu Wenting Chen Linlin Shen 3DH CVBM 27 1 0 29 Jul 2020
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Zhi Chen Sen Wang Jingjing Li Zi Huang VLM 80 38 0 27 Jul 2020
End-to-End Optimization of Scene Layout Andrew F. Luo Zhoutong Zhang Jiajun Wu J. Tenenbaum 3DV 133 65 0 23 Jul 2020
Garment Design with Generative Adversarial Networks Chenxi Yuan Mohsen Moghaddam GAN AI4CE 58 7 0 21 Jul 2020
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation Kenan E. Ak N. Xu Zhe Lin Yilin Wang 80 13 0 20 Jul 2020
Volumetric Transformer Networks Seungryong Kim Sabine Süsstrunk Mathieu Salzmann ViT 107 5 0 18 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 91 61 0 17 Jul 2020
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval Hung-Yu Tseng Hsin-Ying Lee Lu Jiang Ming-Hsuan Yang Weilong Yang DiffM 3DV 159 54 0 16 Jul 2020
World-Consistent Video-to-Video Synthesis Arun Mallya Ting-Chun Wang Karan Sapra Xuan Li VGen 89 92 0 16 Jul 2020
Comprehensive Facial Expression Synthesis using Human-Interpretable Language Joanna Hong Jung Uk Kim Sangmin Lee Yong Man Ro CVBM 12 0 0 16 Jul 2020
Words as Art Materials: Generating Paintings with Sequential GANs A. C. Özgen H. K. Ekenel GAN 41 1 0 08 Jul 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation Guolei Sun Wenguan Wang Jifeng Dai Luc Van Gool 275 314 0 03 Jul 2020
PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding Kanish Garg A. Singh Dorien Herremans Brejesh Lall GAN 16 4 0 02 Jul 2020
Estimation with Uncertainty via Conditional Generative Adversarial Networks Minhyeok Lee Junhee Seok MedIm 57 16 0 01 Jul 2020
Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition Hassan Abu Alhaija Siva Karthik Mustikovela Justus Thies Varun Jampani Matthias Nießner Andreas Geiger Carsten Rother 3DV 24 4 0 29 Jun 2020
XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports Xingyi Yang Nandiraju Gireesh Eric Xing P. Xie MedIm 49 3 0 17 Jun 2020