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 / 328 papers shown

Title
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 51 588 0 27 Oct 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
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 14 451 0 30 Sep 2016
Variational Inference with Hamiltonian Monte Carlo Christopher Wolf Maximilian Karl Patrick van der Smagt BDL 21 37 0 26 Sep 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 20 9 0 23 Sep 2016
Discrete Variational Autoencoders J. Rolfe BDL DRL 35 254 0 07 Sep 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 28 148 0 27 Aug 2016
LFADS - Latent Factor Analysis via Dynamical Systems David Sussillo Rafal Jozefowicz L. F. Abbott C. Pandarinath AI4CE 24 89 0 22 Aug 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism E. Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 34 1,229 0 19 Aug 2016
Seeing with Humans: Gaze-Assisted Neural Image Captioning Yusuke Sugano Andreas Bulling 24 68 0 18 Aug 2016
End-to-End Localization and Ranking for Relative Attributes Krishna Kumar Singh Yong Jae Lee 19 76 0 09 Aug 2016
DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation Yaroslav Ganin Daniil Kononenko Diana Sungatullina Victor Lempitsky CVBM 22 122 0 25 Jul 2016
Hierarchical Attention Network for Action Recognition in Videos Yilin Wang Suhang Wang Jiliang Tang Neil O'Hare Yi-Ju Chang Baoxin Li BDL 24 82 0 21 Jul 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine L. Bouman Bill Freeman 43 416 0 09 Jul 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 17 395 0 03 Jul 2016
An Uncertain Future: Forecasting from Static Images using Variational Autoencoders Jacob Walker Carl Doersch Abhinav Gupta M. Hebert VGen 15 512 0 25 Jun 2016
Coupled Generative Adversarial Networks Ming-Yu Liu Oncel Tuzel OOD GAN 17 1,622 0 24 Jun 2016
Tutorial on Variational Autoencoders Carl Doersch BDL DRL 13 1,722 0 19 Jun 2016
Inverting face embeddings with convolutional neural networks A. Zhmoginov Mark Sandler 3DH CVBM 9 67 0 14 Jun 2016
Memory-Efficient Backpropagation Through Time A. Gruslys Rémi Munos Ivo Danihelka Marc Lanctot Alex Graves 27 228 0 10 Jun 2016
Progressive Attention Networks for Visual Attribute Prediction Paul Hongsuck Seo Zhe-nan Lin Scott D. Cohen Xiaohui Shen Bohyung Han 16 41 0 08 Jun 2016
Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet Jianwen Xie Song-Chun Zhu Ying Nian Wu GAN 37 10 0 03 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 20 1,310 0 02 Jun 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 30 61 0 30 May 2016
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks Adam S. Charles Dong Yin Christopher Rozell GNN 33 20 0 26 May 2016
Variational Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su Hong Duan Min Zhang VLM DRL 27 203 0 25 May 2016
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 28 393 0 24 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 46 1,104 0 19 May 2016
Neural Autoregressive Distribution Estimation Benigno Uria Marc-Alexandre Côté Karol Gregor Iain Murray Hugo Larochelle 25 313 0 07 May 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 16 1,125 0 20 Apr 2016
Learning Visual Storylines with Skipping Recurrent Neural Networks Gunnar A. Sigurdsson Xinlei Chen Abhinav Gupta 23 38 0 14 Apr 2016
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention Théodore Bluche J. Louradour Ronaldo O. Messina VLM 21 170 0 12 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 16 238 0 12 Apr 2016
Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation Kevin H. Wilson Yan Karklin B. Han Chaitanya Ekanadham 11 113 0 08 Apr 2016
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 17 91 0 07 Apr 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 19 133 0 27 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 9 315 0 24 Mar 2016
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 20 482 0 20 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 25 617 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 27 254 0 16 Mar 2016
How deep is knowledge tracing? Mohammad M. Khajah Robert V. Lindsey Michael C. Mozer 13 51 0 14 Mar 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 26 1,651 0 12 Mar 2016
Variational Neural Discourse Relation Recognizer Biao Zhang Deyi Xiong Jinsong Su Qun Liu Rongrong Ji Hong Duan Min Zhang DRL BDL 12 19 0 12 Mar 2016
Super Mario as a String: Platformer Level Generation Via LSTMs A. Summerville Michael Mateas 25 149 0 02 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 0 29 Feb 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 72 1,924 0 25 Feb 2016
Variational inference for Monte Carlo objectives A. Mnih Danilo Jimenez Rezende DRL BDL 52 288 0 22 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 21 0 06 Jan 2016