Pixel Recurrent Neural Networks

25 January 2016

Aaron van den Oord

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,379 papers shown

Title
Degeneration in VAE: in the Light of Fisher Information Loss Huangjie Zheng Jiangchao Yao Ya Zhang Ivor W. Tsang DRL 28 17 0 19 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 57 78 0 19 Feb 2018
Auto-Encoding Total Correlation Explanation Shuyang Gao Rob Brekelmans Greg Ver Steeg Aram Galstyan BDL DRL 14 76 0 16 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 42 1,660 0 15 Feb 2018
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks J. Uesato Brendan O'Donoghue Aaron van den Oord Pushmeet Kohli AAML 22 596 0 15 Feb 2018
Teaching Machines to Code: Neural Markup Generation with Visual Attention Sumeet S. Singh 14 7 0 15 Feb 2018
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations Arash Vahdat W. Macready Zhengbing Bian Amir Khoshaman Evgeny Andriyash 37 75 0 14 Feb 2018
FlipDial: A Generative Model for Two-Way Visual Dialogue Daniela Massiceti N. Siddharth P. Dokania Philip Torr MLLM 27 41 0 11 Feb 2018
Neural Network Renormalization Group Shuo-Hui Li Lei Wang BDL DRL 29 126 0 08 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 18 14 0 05 Feb 2018
Hierarchical Adversarially Learned Inference Mohamed Ishmael Belghazi Sai Rajeswar Olivier Mastropietro Negar Rostamzadeh Jovana Mitrović Aaron Courville GAN BDL 40 29 0 04 Feb 2018
Transformation Autoregressive Networks Junier B. Oliva Kumar Avinava Dubey Manzil Zaheer Barnabás Póczós Ruslan Salakhutdinov Eric P. Xing J. Schneider OOD 28 86 0 30 Jan 2018
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning Atanas Mirchev Seyed-Ahmad Ahmadi GAN 33 3 0 26 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Zeyuan Chen Shaoliang Nie Tianfu Wu Christopher Healey CVBM 11 31 0 23 Jan 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 80 4,091 0 23 Jan 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification Yinhao Zhu N. Zabaras UQCV BDL 27 637 0 21 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 25 13 0 21 Jan 2018
Visual Data Augmentation through Learning Grigorios G. Chrysos Yannis Panagakis S. Zafeiriou 26 1 0 20 Jan 2018
Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution Mu Li Shuhang Gu David C. Zhang W. Zuo 15 6 0 15 Jan 2018
Conditional Probability Models for Deep Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 19 486 0 12 Jan 2018
Identity-preserving Face Recovery from Portraits Fatemeh Shiri Xin-Yao Yu Fatih Porikli Richard I. Hartley Piotr Koniusz CVBM 22 15 0 08 Jan 2018
Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes Cedric De Boom Thomas Demeester Bart Dhoedt 10 8 0 02 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 573 0 29 Dec 2017
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger Chris Biemann C. Pattichis D. Kell 28 679 0 28 Dec 2017
PixelSNAIL: An Improved Autoregressive Generative Model Xi Chen Nikhil Mishra Mostafa Rohaninejad Pieter Abbeel DRL DiffM BDL GAN 25 270 0 28 Dec 2017
Safe Policy Improvement with Baseline Bootstrapping Romain Laroche P. Trichelair Rémi Tachet des Combes OffRL 19 197 0 19 Dec 2017
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation Henry A. Leopold Jeff Orchard John S. Zelek Vasudevan Lakshminarayanan 6 61 0 19 Dec 2017
Generating and designing DNA with deep generative models N. Killoran Leo J. Lee Andrew Delong David Duvenaud B. Frey AI4CE 26 145 0 17 Dec 2017
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition Jiankang Deng Shiyang Cheng Niannan Xue Yuxiang Zhou S. Zafeiriou CVBM 21 200 0 13 Dec 2017
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks Alexander Sage E. Agustsson Radu Timofte Luc Van Gool GAN 23 62 0 12 Dec 2017
Disentangled Person Image Generation Liqian Ma Qianru Sun Stamatios Georgoulis Luc Van Gool Bernt Schiele Mario Fritz CoGe 29 439 0 07 Dec 2017
Online Learning with Gated Linear Networks J. Veness Tor Lattimore Avishkar Bhoopchand A. Grabska-Barwinska Christopher Mattern Peter Toth 14 25 0 05 Dec 2017
Manifold-valued Image Generation with Wasserstein Generative Adversarial Nets Zhiwu Huang Jiqing Wu Luc Van Gool GAN 50 4 0 05 Dec 2017
Spatial PixelCNN: Generating Images from Patches Nader Akoury Anh Totti Nguyen 17 4 0 03 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 29 325 0 02 Dec 2017
Faithful Inversion of Generative Models for Effective Amortized Inference Stefan Webb Adam Goliñski R. Zinkov Siddharth Narayanaswamy Tom Rainforth Yee Whye Teh Frank Wood TPM 45 46 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 39 275 0 30 Nov 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 49 1,344 0 30 Nov 2017
A Neural Stochastic Volatility Model Rui Luo Weinan Zhang Xiaojun Xu Jun Wang BDL 14 60 0 30 Nov 2017
Auxiliary Guided Autoregressive Variational Autoencoders Thomas Lucas Jakob Verbeek GAN DRL 22 20 0 30 Nov 2017
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 46 346 0 28 Nov 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 38 856 0 28 Nov 2017
An Improved Training Procedure for Neural Autoregressive Data Completion Maxime Voisin Daniel E. Ritchie 8 0 0 23 Nov 2017
Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017 M. Botvinick David Barrett Peter W. Battaglia Nando de Freitas D. Kumaran ... Greg Wayne T. Weber Daan Wierstra Shane Legg Demis Hassabis LRM 28 36 0 22 Nov 2017
Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks Ali Diba Vivek Sharma Rainer Stiefelhagen Luc Van Gool GAN 29 6 0 22 Nov 2017
The Riemannian Geometry of Deep Generative Models Hang Shao Abhishek Kumar P. T. Fletcher DRL 14 179 0 21 Nov 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando de la Torre Irwin King Michael R. Lyu GAN 35 35 0 17 Nov 2017
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang Qiangui Huang Suya You Chao Yang Ulrich Neumann GAN 3DPC 49 167 0 17 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 41 153 0 16 Nov 2017
Variational Bi-LSTMs Samira Shabanian Devansh Arpit Adam Trischler Yoshua Bengio DRL 30 24 0 15 Nov 2017