Generating Images from Captions with Attention

9 November 2015

Jimmy Lei Ba

Papers citing "Generating Images from Captions with Attention"

45 / 245 papers shown

Title
ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma Dendi Suhubdy Vincent Michalski Samira Ebrahimi Kahou Yoshua Bengio 31 99 0 22 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 63 1,662 0 15 Feb 2018
Improving Bi-directional Generation between Different Modalities with Variational Autoencoders Masahiro Suzuki Kotaro Nakayama Y. Matsuo DRL 40 8 0 26 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 29 336 0 16 Jan 2018
Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation Dianna Radpour Vivek Bheda GAN 24 12 0 12 Dec 2017
Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering Mengyao Zhai Jiacheng Chen Ruizhi Deng Lei Chen Ligeng Zhu Greg Mori 3DH 26 2 0 05 Dec 2017
Improving Visually Grounded Sentence Representations with Self-Attention Kang Min Yoo Youhyun Shin Sang-goo Lee 31 5 0 02 Dec 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 44 1,695 0 28 Nov 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 41 1,050 0 19 Oct 2017
Learning of Colors from Color Names: Distribution and Point Estimation Lyndon White R. Togneri Wei Liu Bennamoun OOD 31 2 0 27 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 39 122 0 23 Sep 2017
Predicting Visual Features from Text for Image and Video Caption Retrieval Jianfeng Dong Xirong Li Cees G. M. Snoek 11 223 0 05 Sep 2017
Attentive Semantic Video Generation using Captions Tanya Marwah Gaurav Mittal V. Balasubramanian 24 72 0 20 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 29 69 0 19 Jul 2017
Conditional generation of multi-modal data using constrained embedding space mapping Subhajit Chaudhury Sakyasingha Dasgupta Asim Munawar Md. A. Salam Khan Ryuki Tachibana 21 6 0 04 Jul 2017
Generative Models of Visually Grounded Imagination Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 19 138 0 30 May 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,867 0 26 May 2017
Learning to Associate Words and Images Using a Large-scale Graph Heqing Ya Haonan Sun Jeffrey Helt T. Lee 18 7 0 22 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 35 139 0 03 May 2017
TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network Ayushman Dash J. Gamboa Sheraz Ahmed Marcus Liwicki Muhammad Zeshan Afzal GAN 21 142 0 19 Mar 2017
Parallel Multiscale Autoregressive Density Estimation Scott E. Reed Aaron van den Oord Nal Kalchbrenner Sergio Gomez Colmenarejo Ziyun Wang Dan Belov Nando de Freitas BDL 36 204 0 10 Mar 2017
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation Jianwei Yang A. Kannan Dhruv Batra Devi Parikh GAN 44 240 0 05 Mar 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 37 141 0 17 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks Mahesh Gorijala Ambedkar Dukkipati GAN 21 15 0 17 Jan 2017
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering Hao Liu Yang Yang Fumin Shen Lixin Duan Heng Tao Shen 38 9 0 15 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 68 2,702 0 10 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 36 186 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 38 67 0 30 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 27 150 0 19 Nov 2016
A Semi-supervised Framework for Image Captioning Wenhu Chen Aurelien Lucchi Thomas Hofmann 37 9 0 16 Nov 2016
Deep Variational Inference Without Pixel-Wise Reconstruction Siddharth Agrawal Ambedkar Dukkipati DRL 3DV BDL 30 13 0 16 Nov 2016
Joint Multimodal Learning with Deep Generative Models Masahiro Suzuki Kotaro Nakayama Y. Matsuo DRL GAN 35 222 0 07 Nov 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 30 618 0 08 Oct 2016
Generating Images Part by Part with Composite Generative Adversarial Networks Hanock Kwak Byoung-Tak Zhang GAN 76 40 0 19 Jul 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 28 2,481 0 16 Jun 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 35 177 0 26 May 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 52 3,126 0 17 May 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 20 10 0 11 May 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 42 1,430 0 15 Apr 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xueliang Wang Abhinav Gupta GAN 31 617 0 17 Mar 2016
One-Shot Generalization in Deep Generative Models Danilo Jimenez Rezende S. Mohamed Ivo Danihelka Karol Gregor Daan Wierstra BDL VLM DRL LRM 30 254 0 16 Mar 2016
Discriminative Regularization for Generative Models Alex Lamb Vincent Dumoulin Aaron Courville DRL 40 65 0 09 Feb 2016
Disentangled Representations in Neural Models William F. Whitney OOD OCL DRL 30 18 0 07 Feb 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 85 2,053 0 31 Dec 2015