DRAW: A Recurrent Neural Network For Image Generation

16 February 2015

Karol Gregor

Ivo Danihelka

Alex Graves

Danilo Jimenez Rezende

Papers citing "DRAW: A Recurrent Neural Network For Image Generation"

50 / 377 papers shown

Title
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 33 4 0 26 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 22 42 0 15 Nov 2018
Concept Learning with Energy-Based Models William J. Wilkinson 27 25 0 06 Nov 2018
Resampled Priors for Variational Autoencoders Matthias Bauer A. Mnih BDL DRL 22 110 0 26 Oct 2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features S. Palazzo C. Spampinato I. Kavasidis D. Giordano Joseph Schmidt M. Shah 127 111 0 25 Oct 2018
Learning to Sketch with Deep Q Networks and Demonstrated Strokes Tao Zhou Chen Fang Zhaowen Wang Jimei Yang Byungmoon Kim Zhili Chen Jonathan Brandt Demetri Terzopoulos 25 7 0 14 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa S. Feizi GAN DRL 41 20 0 09 Oct 2018
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 45 761 0 06 Oct 2018
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas Amanpreet Singh Sharan Agrawal DiffM 31 5 0 05 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 11 68 0 04 Oct 2018
Sample Efficient Adaptive Text-to-Speech Yutian Chen Yannis Assael Brendan Shillingford David Budden Scott E. Reed ... Ben Laurie Çağlar Gülçehre Aaron van den Oord Oriol Vinyals Nando de Freitas 35 149 0 27 Sep 2018
Variational Autoencoder with Implicit Optimal Priors Hiroshi Takahashi Tomoharu Iwata Yuki Yamanaka Masanori Yamada Satoshi Yagi DRL 34 61 0 14 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee Alex Schwing 19 66 0 03 Sep 2018
Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu Greg Durrett BDL DRL 14 193 0 31 Aug 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 33 23 0 22 Aug 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 33 37 0 21 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 30 150 0 14 Aug 2018
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 43 115 0 12 Aug 2018
Iterative Amortized Inference Joseph Marino Yisong Yue Stephan Mandt BDL DRL 26 165 0 24 Jul 2018
The Variational Homoencoder: Learning to learn high capacity generative models from few examples Luke B. Hewitt Maxwell Nye Andreea Gane Tommi Jaakkola J. Tenenbaum BDL DRL GAN 31 68 0 24 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 100 16,177 0 17 Jul 2018
Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control Zhiyong Wang Jinxiang Chai Shi-hong Xia GAN 9 74 0 21 Jun 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 22 49 0 14 Jun 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 138 305 0 11 Jun 2018
Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder Yaxiang Fan G. Wen Deren Li S. Qiu M. Levine DRL 19 211 0 29 May 2018
Semi-Implicit Variational Inference Mingzhang Yin Mingyuan Zhou BDL 35 121 0 28 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 35 8 0 19 May 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks Adji Bousso Dieng Rajesh Ranganath Jaan Altosaar David M. Blei 22 22 0 03 May 2018
MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis Hyojin Park Y. Yoo Nojun Kwak GAN 27 58 0 03 May 2018
MX-LSTM: mixing tracklets and vislets to jointly forecast trajectories and head poses Irtiza Hasan Francesco Setti T. Tsesmelis Alessio Del Bue Fabio Galasso Marco Cristani 33 119 0 02 May 2018
Understanding disentangling in $β$ -VAE Christopher P. Burgess I. Higgins Arka Pal Loic Matthey Nicholas Watters Guillaume Desjardins Alexander Lerchner CoGe DRL 11 823 0 10 Apr 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning Yaroslav Ganin Tejas D. Kulkarni Igor Babuschkin A. Eslami Oriol Vinyals GAN 12 229 0 03 Apr 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 126 1,888 0 29 Mar 2018
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization Christopher J. Cueva Xue-Xin Wei 14 214 0 21 Mar 2018
Attention-GAN for Object Transfiguration in Wild Images Xinyuan Chen Chang Xu Xiaokang Yang Dacheng Tao 34 176 0 19 Mar 2018
Neural Network Quine Oscar Chang Hod Lipson 21 23 0 15 Mar 2018
Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes GAN 14 24 0 09 Mar 2018
Quantitatively Evaluating GANs With Divergences Proposed for Training Daniel Jiwoong Im He Ma Graham W. Taylor K. Branson EGVM 19 69 0 02 Mar 2018
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions Sjoerd van Steenkiste Michael Chang Klaus Greff Jürgen Schmidhuber BDL OCL DRL 34 290 0 28 Feb 2018
ChatPainter: Improving Text to Image Generation using Dialogue Shikhar Sharma Dendi Suhubdy Vincent Michalski Samira Ebrahimi Kahou Yoshua Bengio 34 99 0 22 Feb 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 35 150 0 22 Feb 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 33 243 0 07 Feb 2018
Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents Joel Z Leibo Cyprien de Masson dÁutume Daniel Zoran David Amos Charlie Beattie ... Simon Green A. Gruslys Shane Legg Demis Hassabis M. Botvinick 24 78 0 24 Jan 2018
Variational Recurrent Neural Machine Translation Jinsong Su Shan Wu Deyi Xiong Yaojie Lu Xianpei Han Biao Zhang DRL 41 83 0 16 Jan 2018
Crossing Generative Adversarial Networks for Cross-View Person Re-identification Chengyuan Zhang Lin Wu Yang Wang GAN 22 31 0 04 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 574 0 29 Dec 2017
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition Jinmian Ye Linnan Wang Guangxi Li Di Chen Shandian Zhe Xinqi Chu Zenglin Xu 29 132 0 14 Dec 2017
Online Learning with Gated Linear Networks J. Veness Tor Lattimore Avishkar Bhoopchand A. Grabska-Barwinska Christopher Mattern Peter Toth 27 25 0 05 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 25 622 0 28 Nov 2017