Pixel Recurrent Neural Networks

25 January 2016

Aaron van den Oord

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,379 papers shown

Title
Progressively Diffused Networks for Semantic Image Segmentation Ruimao Zhang Wei Yang Zhanglin Peng Xiaogang Wang Liang Lin SSeg 14 3 0 20 Feb 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 26 46 0 14 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 23 251 0 08 Feb 2017
Representations of language in a model of visually grounded speech signal Grzegorz Chrupała Lieke Gelderloos A. Alishahi 41 131 0 07 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 31 251 0 02 Feb 2017
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications Tim Salimans A. Karpathy Xi Chen Diederik P. Kingma 17 931 0 19 Jan 2017
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks L. Mescheder Sebastian Nowozin Andreas Geiger GAN BDL 49 525 0 17 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks Mahesh Gorijala Ambedkar Dukkipati GAN 18 15 0 17 Jan 2017
Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks Marwin H. S. Segler T. Kogej C. Tyrchan M. Waller 30 96 0 05 Jan 2017
Sequence-to-point learning with neural networks for nonintrusive load monitoring Chaoyun Zhang Mingjun Zhong Zong-Hui Wang Nigel H. Goddard Charles Sutton 29 490 0 29 Dec 2016
PixelCNN Models with Auxiliary Variables for Natural Image Modeling Alexander Kolesnikov Christoph H. Lampert GAN 19 3 0 24 Dec 2016
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 48 2,360 0 23 Dec 2016
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 20 595 0 22 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 25 1,797 0 22 Dec 2016
Graphical RNN Models Ashish Bora Sugato Basu Joydeep Ghosh AI4TS AI4CE 28 0 0 15 Dec 2016
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering Hao Liu Yang Yang Fumin Shen Lixin Duan Heng Tao Shen 30 9 0 15 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
Compressive Image Recovery Using Recurrent Generative Model Akshat Dave Anil Kumar Vadathya Kaushik Mitra GAN 22 21 0 13 Dec 2016
Generative Adversarial Parallelization Daniel Jiwoong Im He Ma C. Kim Graham W. Taylor GAN 30 38 0 13 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
An Architecture for Deep, Hierarchical Generative Models Philip Bachman AI4CE BDL 33 53 0 08 Dec 2016
Improving the Performance of Neural Networks in Regression Tasks Using Drawering Konrad Zolna 17 2 0 05 Dec 2016
Scribbler: Controlling Deep Image Synthesis with Sketch and Color Patsorn Sangkloy Jingwan Lu Chen Fang Feng Yu James Hays GAN DiffM 29 497 0 02 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 31 186 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
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe-nan Lin Eli Shechtman Oliver Wang Hao Li 21 779 0 30 Nov 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 31 665 0 29 Nov 2016
Improving Variational Auto-Encoders using Householder Flow Jakub M. Tomczak Max Welling BDL DRL 29 173 0 29 Nov 2016
Scene Labeling using Gated Recurrent Units with Explicit Long Range Conditioning Qiangui Huang Weiyue Wang S. Kevin Zhou Suya You Ulrich Neumann 21 4 0 22 Nov 2016
SANet: Structure-Aware Network for Visual Tracking Heng Fan Haibin Ling 46 232 0 21 Nov 2016
Prototypical Recurrent Unit Dingkun Long Richong Zhang Yongyi Mao 14 6 0 20 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
Composing Music with Grammar Argumented Neural Networks and Note-Level Encoding Zheng Sun Jiaqi Liu Zewang Zhang Jingwen Chen Zhao Huo Ching Hua Lee Xiao Zhang MGen 14 10 0 16 Nov 2016
Deep Variational Inference Without Pixel-Wise Reconstruction Siddharth Agrawal Ambedkar Dukkipati DRL 3DV BDL 27 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 24 723 0 16 Nov 2016
PixelVAE: A Latent Variable Model for Natural Images Ishaan Gulrajani Kundan Kumar Faruk Ahmed Adrien Ali Taïga Francesco Visin David Vazquez Aaron Courville DRL SSL BDL 25 339 0 15 Nov 2016
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning Haoran Tang Rein Houthooft Davis Foote Adam Stooke Xi Chen Yan Duan John Schulman F. Turck Pieter Abbeel OffRL 43 759 0 15 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 22 223 0 14 Nov 2016
A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models Chelsea Finn Paul Christiano Pieter Abbeel Sergey Levine OffRL AI4CE GAN 19 350 0 11 Nov 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 16 873 0 11 Nov 2016
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 35 671 0 08 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 59 1,001 0 07 Nov 2016
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 32 338 0 06 Nov 2016
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 27 1,684 0 05 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 44 437 0 05 Nov 2016
Flood-Filling Networks Michał Januszewski Jeremy B. Maitin-Shepard Peter H. Li J. Kornfeld W. Denk Viren Jain 74 43 0 01 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 30 548 0 31 Oct 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 66 588 0 27 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu Li W. Zuo David C. Zhang CVBM 32 149 0 18 Oct 2016