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Pixel Recurrent Neural Networks

25 January 2016

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,388 papers shown

Title
Count-Based Exploration with Neural Density Models Georg Ostrovski Marc G. Bellemare Aaron van den Oord Rémi Munos 104 626 0 03 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 263 990 0 02 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 81 1,056 0 01 Mar 2017
Towards Deeper Understanding of Variational Autoencoding Models Shengjia Zhao Jiaming Song Stefano Ermon DRL 88 158 0 28 Feb 2017
Boosted Generative Models Aditya Grover Stefano Ermon 92 51 0 27 Feb 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 105 617 0 25 Feb 2017
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies R. DiPietro Christian Rupprecht Nassir Navab Gregory Hager 44 26 0 24 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 145 225 0 24 Feb 2017
Deep Nonparametric Estimation of Discrete Conditional Distributions via Smoothed Dyadic Partitioning Wesley Tansey Karl Pichotta James G. Scott 24 0 0 23 Feb 2017
Progressively Diffused Networks for Semantic Image Segmentation Ruimao Zhang Wei Yang Zhanglin Peng Xiaogang Wang Liang Lin SSeg 23 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 81 46 0 14 Feb 2017
A Hybrid Convolutional Variational Autoencoder for Text Generation Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 103 253 0 08 Feb 2017
Representations of language in a model of visually grounded speech signal Grzegorz Chrupała Lieke Gelderloos Afra Alishahi 122 131 0 07 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 150 252 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 143 945 0 19 Jan 2017
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks L. Mescheder Sebastian Nowozin Andreas Geiger GAN BDL 175 530 0 17 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks Mahesh Gorijala Ambedkar Dukkipati GAN 59 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 118 97 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 95 504 0 29 Dec 2016
PixelCNN Models with Auxiliary Variables for Natural Image Modeling Alexander Kolesnikov Christoph H. Lampert GAN 71 3 0 24 Dec 2016
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 266 2,415 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 116 599 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 113 1,803 0 22 Dec 2016
Graphical RNN Models Ashish Bora Sugato Basu Joydeep Ghosh AI4TS AI4CE 38 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 65 9 0 15 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 109 459 0 13 Dec 2016
Compressive Image Recovery Using Recurrent Generative Model Akshat Dave Anil Kumar Vadathya Kaushik Mitra GAN 87 21 0 13 Dec 2016
Generative Adversarial Parallelization Daniel Jiwoong Im He Ma C. Kim Graham W. Taylor GAN 89 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 155 2,730 0 10 Dec 2016
An Architecture for Deep, Hierarchical Generative Models Philip Bachman AI4CE BDL 96 53 0 08 Dec 2016
Improving the Performance of Neural Networks in Regression Tasks Using Drawering Konrad Zolna 27 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 119 500 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 101 188 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 101 67 0 30 Nov 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 86 781 0 30 Nov 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 103 669 0 29 Nov 2016
Improving Variational Auto-Encoders using Householder Flow Jakub M. Tomczak Max Welling BDL DRL 126 175 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 48 4 0 22 Nov 2016
SANet: Structure-Aware Network for Visual Tracking Heng Fan Haibin Ling 110 233 0 21 Nov 2016
Prototypical Recurrent Unit Dingkun Long Richong Zhang Yongyi Mao 39 6 0 20 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 90 152 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 78 10 0 16 Nov 2016
Deep Variational Inference Without Pixel-Wise Reconstruction Siddharth Agrawal Ambedkar Dukkipati DRL 3DV BDL 80 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 121 736 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 95 340 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 143 777 0 15 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 136 223 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 93 355 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 116 880 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 217 676 0 08 Nov 2016