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Representation Learning with Contrastive Predictive Coding
v1v2 (latest)

Representation Learning with Contrastive Predictive Coding

10 July 2018
Aaron van den Oord
Yazhe Li
Oriol Vinyals
    DRLSSL
ArXiv (abs)PDFHTML

Papers citing "Representation Learning with Contrastive Predictive Coding"

16 / 3,266 papers shown
Title
Neural Image Compression for Gigapixel Histopathology Image Analysis
Neural Image Compression for Gigapixel Histopathology Image Analysis
David Tellez
G. Litjens
Jeroen van der Laak
F. Ciompi
76
209
0
07 Nov 2018
Invertible Residual Networks
Invertible Residual Networks
Jens Behrmann
Will Grathwohl
Ricky T. Q. Chen
David Duvenaud
J. Jacobsen
UQCVTPM
183
625
0
02 Nov 2018
Learning Cross-Lingual Sentence Representations via a Multi-task
  Dual-Encoder Model
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model
Muthuraman Chidambaram
Yinfei Yang
Daniel Cer
Steve Yuan
Yun-hsuan Sung
B. Strope
R. Kurzweil
SSL
72
125
0
30 Oct 2018
Variational Noise-Contrastive Estimation
Variational Noise-Contrastive Estimation
Benjamin Rhodes
Michael U. Gutmann
BDLDRL
55
16
0
18 Oct 2018
Deep Reinforcement Learning
Deep Reinforcement Learning
Yuxi Li
VLMOffRL
194
144
0
15 Oct 2018
One Size Does Not Fit All: Generating and Evaluating Variable Number of
  Keyphrases
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
Xingdi Yuan
Tong Wang
Rui Meng
Khushboo Thaker
Peter Brusilovsky
Daqing He
Adam Trischler
78
103
0
11 Oct 2018
Unsupervised Learning via Meta-Learning
Unsupervised Learning via Meta-Learning
Kyle Hsu
Sergey Levine
Chelsea Finn
SSLOffRL
119
230
0
04 Oct 2018
Near-Optimal Representation Learning for Hierarchical Reinforcement
  Learning
Near-Optimal Representation Learning for Hierarchical Reinforcement Learning
Ofir Nachum
S. Gu
Honglak Lee
Sergey Levine
91
211
0
02 Oct 2018
Deep Graph Infomax
Deep Graph Infomax
Petar Velickovic
W. Fedus
William L. Hamilton
Pietro Lio
Yoshua Bengio
R. Devon Hjelm
GNN
134
2,411
0
27 Sep 2018
Learning deep representations by mutual information estimation and
  maximization
Learning deep representations by mutual information estimation and maximization
R. Devon Hjelm
A. Fedorov
Samuel Lavoie-Marchildon
Karan Grewal
Phil Bachman
Adam Trischler
Yoshua Bengio
SSLDRL
414
2,677
0
20 Aug 2018
TherML: Thermodynamics of Machine Learning
TherML: Thermodynamics of Machine Learning
Alexander A. Alemi
Ian S. Fischer
DRLAI4CE
58
29
0
11 Jul 2018
Playing hard exploration games by watching YouTube
Playing hard exploration games by watching YouTube
Y. Aytar
Tobias Pfaff
David Budden
T. Paine
Ziyun Wang
Nando de Freitas
83
271
0
29 May 2018
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive
  Learning
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning
Aapo Hyvarinen
Hiroaki Sasaki
Richard Turner
OODCML
129
331
0
22 May 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech
  Induction
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction
K. Stratos
49
26
0
20 Apr 2018
Reservoir computing approaches for representation and classification of
  multivariate time series
Reservoir computing approaches for representation and classification of multivariate time series
F. Bianchi
Simone Scardapane
Sigurd Løkse
Robert Jenssen
AI4TS
98
145
0
21 Mar 2018
GILBO: One Metric to Measure Them All
GILBO: One Metric to Measure Them All
Alexander A. Alemi
Ian S. Fischer
DRL
89
17
0
13 Feb 2018
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