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Pixel Recurrent Neural Networks
v1v2v3 (latest)

Pixel Recurrent Neural Networks

25 January 2016
Aaron van den Oord
Nal Kalchbrenner
Koray Kavukcuoglu
    SSegGAN
ArXiv (abs)PDFHTML

Papers citing "Pixel Recurrent Neural Networks"

50 / 1,388 papers shown
Title
Photographic Text-to-Image Synthesis with a Hierarchically-nested
  Adversarial Network
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network
Zizhao Zhang
Yuanpu Xie
Ling Yang
EGVM
123
305
0
26 Feb 2018
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
Jiaxuan You
Rex Ying
Xiang Ren
William L. Hamilton
J. Leskovec
GNNBDL
153
854
0
24 Feb 2018
Efficient Neural Audio Synthesis
Efficient Neural Audio Synthesis
Nal Kalchbrenner
Erich Elsen
Karen Simonyan
Seb Noury
Norman Casagrande
Edward Lockhart
Florian Stimberg
Aaron van den Oord
Sander Dieleman
Koray Kavukcuoglu
99
872
0
23 Feb 2018
High Order Recurrent Neural Networks for Acoustic Modelling
High Order Recurrent Neural Networks for Acoustic Modelling
Chuxu Zhang
P. Woodland
ODL
78
16
0
22 Feb 2018
ChatPainter: Improving Text to Image Generation using Dialogue
ChatPainter: Improving Text to Image Generation using Dialogue
Shikhar Sharma
Dendi Suhubdy
Vincent Michalski
Samira Ebrahimi Kahou
Yoshua Bengio
144
99
0
22 Feb 2018
Stochastic Video Generation with a Learned Prior
Stochastic Video Generation with a Learned Prior
Emily L. Denton
Rob Fergus
VGen
112
526
0
21 Feb 2018
Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic
  Corrections
Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections
Xin Zhang
Armando Solar-Lezama
Rishabh Singh
FAtt
115
63
0
21 Feb 2018
Structured Uncertainty Prediction Networks
Structured Uncertainty Prediction Networks
Garoe Dorta
Sara Vicente
Lourdes Agapito
Neill D. F. Campbell
Ivor J. A. Simpson
UQCV
86
63
0
20 Feb 2018
Divide, Denoise, and Defend against Adversarial Attacks
Divide, Denoise, and Defend against Adversarial Attacks
Seyed-Mohsen Moosavi-Dezfooli
A. Shrivastava
Oncel Tuzel
AAML
57
45
0
19 Feb 2018
Degeneration in VAE: in the Light of Fisher Information Loss
Degeneration in VAE: in the Light of Fisher Information Loss
Huangjie Zheng
Jiangchao Yao
Ya Zhang
Ivor W. Tsang
DRL
78
17
0
19 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks?
Are Generative Classifiers More Robust to Adversarial Attacks?
Yingzhen Li
John Bradshaw
Yash Sharma
AAML
102
79
0
19 Feb 2018
Auto-Encoding Total Correlation Explanation
Auto-Encoding Total Correlation Explanation
Shuyang Gao
Rob Brekelmans
Greg Ver Steeg
Aram Galstyan
BDLDRL
86
78
0
16 Feb 2018
Image Transformer
Image Transformer
Niki Parmar
Ashish Vaswani
Jakob Uszkoreit
Lukasz Kaiser
Noam M. Shazeer
Alexander Ku
Dustin Tran
ViT
161
1,691
0
15 Feb 2018
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
J. Uesato
Brendan O'Donoghue
Aaron van den Oord
Pushmeet Kohli
AAML
185
606
0
15 Feb 2018
Teaching Machines to Code: Neural Markup Generation with Visual
  Attention
Teaching Machines to Code: Neural Markup Generation with Visual Attention
Sumeet S. Singh
40
7
0
15 Feb 2018
DVAE++: Discrete Variational Autoencoders with Overlapping
  Transformations
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations
Arash Vahdat
W. Macready
Zhengbing Bian
Amir Khoshaman
Evgeny Andriyash
99
76
0
14 Feb 2018
FlipDial: A Generative Model for Two-Way Visual Dialogue
FlipDial: A Generative Model for Two-Way Visual Dialogue
Daniela Massiceti
N. Siddharth
P. Dokania
Philip Torr
MLLM
92
41
0
11 Feb 2018
Neural Network Renormalization Group
Neural Network Renormalization Group
Shuo-Hui Li
Lei Wang
BDLDRL
112
125
0
08 Feb 2018
Face Destylization
Face Destylization
Fatemeh Shiri
Xin-Yao Yu
Fatih Porikli
Piotr Koniusz
CVBM
101
14
0
05 Feb 2018
Hierarchical Adversarially Learned Inference
Hierarchical Adversarially Learned Inference
Mohamed Ishmael Belghazi
Sai Rajeswar
Olivier Mastropietro
Negar Rostamzadeh
Jovana Mitrović
Aaron Courville
GANBDL
83
29
0
04 Feb 2018
Transformation Autoregressive Networks
Transformation Autoregressive Networks
Junier B. Oliva
Kumar Avinava Dubey
Manzil Zaheer
Barnabás Póczós
Ruslan Salakhutdinov
Eric Xing
J. Schneider
OOD
126
86
0
30 Jan 2018
Classification of sparsely labeled spatio-temporal data through
  semi-supervised adversarial learning
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning
Atanas Mirchev
Seyed-Ahmad Ahmadi
GAN
48
3
0
26 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes
  via Fully End-to-End Progressive Generative Adversarial Networks
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
65
31
0
23 Jan 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action
  Recognition
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
Sijie Yan
Yuanjun Xiong
Dahua Lin
GNN
265
4,215
0
23 Jan 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate
  Modeling and Uncertainty Quantification
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification
Yinhao Zhu
N. Zabaras
UQCVBDL
115
649
0
21 Jan 2018
Dense Recurrent Neural Networks for Scene Labeling
Dense Recurrent Neural Networks for Scene Labeling
Heng Fan
Haibin Ling
76
13
0
21 Jan 2018
Visual Data Augmentation through Learning
Visual Data Augmentation through Learning
Grigorios G. Chrysos
Yannis Panagakis
Stefanos Zafeiriou
30
1
0
20 Jan 2018
Enlarging Context with Low Cost: Efficient Arithmetic Coding with
  Trimmed Convolution
Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution
Mu Li
Shuhang Gu
David C. Zhang
W. Zuo
51
6
0
15 Jan 2018
Conditional Probability Models for Deep Image Compression
Conditional Probability Models for Deep Image Compression
Fabian Mentzer
E. Agustsson
Michael Tschannen
Radu Timofte
Luc Van Gool
108
489
0
12 Jan 2018
Identity-preserving Face Recovery from Portraits
Identity-preserving Face Recovery from Portraits
Fatemeh Shiri
Xin-Yao Yu
Fatih Porikli
Leonid Sigal
Piotr Koniusz
CVBM
73
15
0
08 Jan 2018
Character-level Recurrent Neural Networks in Practice: Comparing
  Training and Sampling Schemes
Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes
Cedric De Boom
Thomas Demeester
Bart Dhoedt
33
8
0
02 Jan 2018
Recent Advances in Recurrent Neural Networks
Recent Advances in Recurrent Neural Networks
Hojjat Salehinejad
Sharan Sankar
Joseph Barfett
E. Colak
S. Valaee
AI4TS
148
587
0
29 Dec 2017
What do we need to build explainable AI systems for the medical domain?
What do we need to build explainable AI systems for the medical domain?
Andreas Holzinger
Chris Biemann
C. Pattichis
D. Kell
91
694
0
28 Dec 2017
PixelSNAIL: An Improved Autoregressive Generative Model
PixelSNAIL: An Improved Autoregressive Generative Model
Xi Chen
Nikhil Mishra
Mostafa Rohaninejad
Pieter Abbeel
DRLDiffMBDLGAN
80
276
0
28 Dec 2017
Safe Policy Improvement with Baseline Bootstrapping
Safe Policy Improvement with Baseline Bootstrapping
Romain Laroche
P. Trichelair
Rémi Tachet des Combes
OffRL
96
201
0
19 Dec 2017
PixelBNN: Augmenting the PixelCNN with batch normalization and the
  presentation of a fast architecture for retinal vessel segmentation
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
54
61
0
19 Dec 2017
Generating and designing DNA with deep generative models
Generating and designing DNA with deep generative models
N. Killoran
Leo J. Lee
Andrew Delong
David Duvenaud
B. Frey
AI4CE
63
147
0
17 Dec 2017
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face
  Recognition
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition
Jiankang Deng
Shiyang Cheng
Niannan Xue
Yuxiang Zhou
Stefanos Zafeiriou
CVBM
70
202
0
13 Dec 2017
Logo Synthesis and Manipulation with Clustered Generative Adversarial
  Networks
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks
Alexander Sage
E. Agustsson
Radu Timofte
Luc Van Gool
GAN
74
62
0
12 Dec 2017
Disentangled Person Image Generation
Disentangled Person Image Generation
Liqian Ma
Qianru Sun
Stamatios Georgoulis
Luc Van Gool
Bernt Schiele
Mario Fritz
CoGe
130
440
0
07 Dec 2017
Online Learning with Gated Linear Networks
Online Learning with Gated Linear Networks
J. Veness
Tor Lattimore
Avishkar Bhoopchand
A. Grabska-Barwinska
Christopher Mattern
Peter Toth
169
25
0
05 Dec 2017
Manifold-valued Image Generation with Wasserstein Generative Adversarial
  Nets
Manifold-valued Image Generation with Wasserstein Generative Adversarial Nets
Zhiwu Huang
Jiqing Wu
Luc Van Gool
GAN
84
4
0
05 Dec 2017
Spatial PixelCNN: Generating Images from Patches
Spatial PixelCNN: Generating Images from Patches
Nader Akoury
Anh Totti Nguyen
59
4
0
03 Dec 2017
Compressed Video Action Recognition
Compressed Video Action Recognition
Chao-Yuan Wu
Manzil Zaheer
Hexiang Hu
R. Manmatha
Alex Smola
Philipp Krahenbuhl
184
325
0
02 Dec 2017
Faithful Inversion of Generative Models for Effective Amortized
  Inference
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
134
47
0
01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains
  and Tasks
Label Efficient Learning of Transferable Representations across Domains and Tasks
Zelun Luo
Yuliang Zou
Judy Hoffman
Li Fei-Fei
80
277
0
30 Nov 2017
Toward Multimodal Image-to-Image Translation
Toward Multimodal Image-to-Image Translation
Jun-Yan Zhu
Richard Y. Zhang
Deepak Pathak
Trevor Darrell
Alexei A. Efros
Oliver Wang
Eli Shechtman
193
1,359
0
30 Nov 2017
A Neural Stochastic Volatility Model
A Neural Stochastic Volatility Model
Rui Luo
Weinan Zhang
Xiaojun Xu
Jun Wang
BDL
55
60
0
30 Nov 2017
Auxiliary Guided Autoregressive Variational Autoencoders
Auxiliary Guided Autoregressive Variational Autoencoders
Thomas Lucas
Jakob Verbeek
GANDRL
66
20
0
30 Nov 2017
TensorFlow Distributions
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
120
352
0
28 Nov 2017
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