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
From Imitation to Prediction, Data Compression vs Recurrent Neural Networks for Natural Language Processing Juan Andrés Laura Gabriel Masi Luis Argerich AI4CE 13 6 0 01 May 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 66 3,288 0 23 Apr 2017
AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture Suman Saha Gurkirt Singh Fabio Cuzzolin 19 70 0 17 Apr 2017
Stochastic Neural Networks for Hierarchical Reinforcement Learning Carlos Florensa Yan Duan Pieter Abbeel BDL 18 360 0 10 Apr 2017
Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee Sangdoo Yun Sungjoon Choi Hwiyeon Yoo Ming-Hsuan Yang Songhwai Oh GAN 32 11 0 31 Mar 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks Shuai Xiao Junchi Yan Mehrdad Farajtabar Le Song Xiaokang Yang H. Zha AI4TS 18 44 0 24 Mar 2017
Perception Driven Texture Generation Yanhai Gan Huifang Chi Ying Gao Jun Liu G. Zhong Junyu Dong OOD 19 12 0 24 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 22 255 0 21 Mar 2017
Using Human Brain Activity to Guide Machine Learning Ruth C. Fong Walter J. Scheirer David D. Cox 3DH 14 95 0 16 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 31 171 0 05 Mar 2017
Count-Based Exploration with Neural Density Models Georg Ostrovski Marc G. Bellemare Aaron van den Oord Rémi Munos 24 613 0 03 Mar 2017
Attentive Recurrent Comparators Pranav Shyam Shubham Gupta Ambedkar Dukkipati VLM 14 108 0 02 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 15 383 0 27 Feb 2017
Multi-Context Attention for Human Pose Estimation Xiao Chu Wei Yang Wanli Ouyang Cheng Ma Alan Yuille Xiaogang Wang 3DH 16 640 0 24 Feb 2017
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 30 21 0 12 Feb 2017
Procedural Content Generation via Machine Learning (PCGML) A. Summerville Sam Snodgrass Matthew J. Guzdial Christoffer Holmgård Amy K. Hoover Aaron Isaksen Andy Nealen Julian Togelius 3DV 31 385 0 02 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 27 349 0 23 Jan 2017
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications Tim Salimans A. Karpathy Xi Chen Diederik P. Kingma 17 930 0 19 Jan 2017
Deep Probabilistic Programming Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 33 193 0 13 Jan 2017
DeepFace: Face Generation using Deep Learning Hardie Cate Fahim Dalvi Zeshan Hussain CVBM VLM 18 7 0 07 Jan 2017
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution Lanlan Liu Jia Deng 19 200 0 02 Jan 2017
Modeling documents with Generative Adversarial Networks John Glover GAN 24 29 0 29 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 11 6 0 20 Dec 2016
Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images Aron Yu Kristen Grauman 31 149 0 19 Dec 2016
Learning Residual Images for Face Attribute Manipulation Wei Shen Rujie Liu CVBM GAN 18 252 0 16 Dec 2016
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles Memo Akten M. Grierson 6 4 0 14 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
Neurogenesis Deep Learning T. Draelos N. Miner Christopher C. Lamb Jonathan A. Cox C. Vineyard Kristofor D. Carlson William M. Severa C. James J. Aimone 13 96 0 12 Dec 2016
An Architecture for Deep, Hierarchical Generative Models Philip Bachman AI4CE BDL 27 53 0 08 Dec 2016
Learning Diverse Image Colorization Aditya Deshpande Jiajun Lu Mao-Chuang Yeh Min Jin Chong David A. Forsyth GAN 16 192 0 06 Dec 2016
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 25 205 0 03 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas J. Guibas Alexei A. Efros Jitendra Malik 14 358 0 01 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 14 129 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
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 24 203 0 29 Nov 2016
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 29 548 0 29 Nov 2016
Recurrent Attention Models for Depth-Based Person Identification Albert Haque Alexandre Alahi Li Fei-Fei 3DH 36 142 0 22 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 14 42 0 22 Nov 2016
A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games Felix Leibfried Nate Kushman Katja Hofmann 38 43 0 21 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 19 150 0 19 Nov 2016
Cross Domain Knowledge Transfer for Person Re-identification Qiqi Xiao Kelei Cao Haonan Chen Fangyue Peng Chi Zhang 28 18 0 18 Nov 2016
Associative Adversarial Networks Tarik Arici Asli Celikyilmaz GAN 18 17 0 18 Nov 2016
What Do Recurrent Neural Network Grammars Learn About Syntax? Noah A. Smith Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig A. Kuncoro GNN 20 147 0 17 Nov 2016
Deep Variational Inference Without Pixel-Wise Reconstruction Siddharth Agrawal Ambedkar Dukkipati DRL 3DV BDL 22 13 0 16 Nov 2016
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou BDL DRL 14 723 0 16 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 56 1,001 0 07 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 21 2,505 0 02 Nov 2016
Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam Jung-Woo Ha Jeonghee Kim 34 664 0 02 Nov 2016