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1807.03748
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Representation Learning with Contrastive Predictive Coding
10 July 2018
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRL
SSL
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Papers citing
"Representation Learning with Contrastive Predictive Coding"
16 / 3,266 papers shown
Title
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
Jens Behrmann
Will Grathwohl
Ricky T. Q. Chen
David Duvenaud
J. Jacobsen
UQCV
TPM
183
625
0
02 Nov 2018
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
Benjamin Rhodes
Michael U. Gutmann
BDL
DRL
55
16
0
18 Oct 2018
Deep Reinforcement Learning
Yuxi Li
VLM
OffRL
194
144
0
15 Oct 2018
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
Kyle Hsu
Sergey Levine
Chelsea Finn
SSL
OffRL
119
230
0
04 Oct 2018
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
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
R. Devon Hjelm
A. Fedorov
Samuel Lavoie-Marchildon
Karan Grewal
Phil Bachman
Adam Trischler
Yoshua Bengio
SSL
DRL
414
2,677
0
20 Aug 2018
TherML: Thermodynamics of Machine Learning
Alexander A. Alemi
Ian S. Fischer
DRL
AI4CE
58
29
0
11 Jul 2018
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
Aapo Hyvarinen
Hiroaki Sasaki
Richard Turner
OOD
CML
129
331
0
22 May 2018
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
F. Bianchi
Simone Scardapane
Sigurd Løkse
Robert Jenssen
AI4TS
98
145
0
21 Mar 2018
GILBO: One Metric to Measure Them All
Alexander A. Alemi
Ian S. Fischer
DRL
89
17
0
13 Feb 2018
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