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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"

50 / 3,242 papers shown
Title
Quantifying Learnability and Describability of Visual Concepts Emerging
  in Representation Learning
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning
Iro Laina
Ruth C. Fong
Andrea Vedaldi
OCL
78
13
0
27 Oct 2020
RSPNet: Relative Speed Perception for Unsupervised Video Representation
  Learning
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning
Peihao Chen
Deng Huang
Dongliang He
Xiang Long
Runhao Zeng
Shilei Wen
Mingkui Tan
Chuang Gan
SSL
73
134
0
27 Oct 2020
Graph Contrastive Learning with Adaptive Augmentation
Graph Contrastive Learning with Adaptive Augmentation
Yanqiao Zhu
Yichen Xu
Feng Yu
Qiang Liu
Shu Wu
Liang Wang
143
1,127
0
27 Oct 2020
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio
  and Tags
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags
Xavier Favory
Konstantinos Drossos
Tuomas Virtanen
Xavier Serra
118
15
0
27 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus
Mike Wu
J. Nafziger
A. Scodary
Andrew L. Maas
91
17
0
26 Oct 2020
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech
  and Language Model Pretraining
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining
Cheng-I Jeff Lai
Yung-Sung Chuang
Hung-yi Lee
Shang-Wen Li
James R. Glass
VLMSSL
96
60
0
26 Oct 2020
Contrastive Unsupervised Learning for Audio Fingerprinting
Contrastive Unsupervised Learning for Audio Fingerprinting
Zhesong Yu
Xingjian Du
Bilei Zhu
Zejun Ma
76
9
0
26 Oct 2020
Robust Pre-Training by Adversarial Contrastive Learning
Robust Pre-Training by Adversarial Contrastive Learning
Ziyu Jiang
Tianlong Chen
Ting-Li Chen
Zhangyang Wang
108
234
0
26 Oct 2020
An iterative framework for self-supervised deep speaker representation
  learning
An iterative framework for self-supervised deep speaker representation learning
Danwei Cai
Weiqing Wang
Ming Li
SSL
67
37
0
25 Oct 2020
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language
  Understanding
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding
Seongbin Kim
Gyuwan Kim
Seongjin Shin
Sangmin Lee
VLM
62
20
0
25 Oct 2020
CLRGaze: Contrastive Learning of Representations for Eye Movement
  Signals
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals
Louise Gillian C. Bautista
P. Naval
11
5
0
25 Oct 2020
Probing Acoustic Representations for Phonetic Properties
Probing Acoustic Representations for Phonetic Properties
Danni Ma
Neville Ryant
M. Liberman
108
45
0
25 Oct 2020
Unsupervised Learning of Disentangled Speech Content and Style
  Representation
Unsupervised Learning of Disentangled Speech Content and Style Representation
Andros Tjandra
Ruoming Pang
Yu Zhang
Shigeki Karita
BDLDRL
73
15
0
24 Oct 2020
Multilingual Speech Translation with Efficient Finetuning of Pretrained
  Models
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models
Xian Li
Changhan Wang
Yun Tang
C. Tran
Yuqing Tang
J. Pino
Alexei Baevski
Alexis Conneau
Michael Auli
62
6
0
24 Oct 2020
Graph Information Bottleneck
Graph Information Bottleneck
Tailin Wu
Hongyu Ren
Pan Li
J. Leskovec
AAML
170
240
0
24 Oct 2020
Iterative Graph Self-Distillation
Iterative Graph Self-Distillation
Hanlin Zhang
Shuai Lin
Weiyang Liu
Pan Zhou
Jian Tang
Xiaodan Liang
Eric Xing
SSL
131
34
0
23 Oct 2020
Multilingual BERT Post-Pretraining Alignment
Multilingual BERT Post-Pretraining Alignment
Lin Pan
Chung-Wei Hang
Haode Qi
Abhishek Shah
Saloni Potdar
Mo Yu
177
44
0
23 Oct 2020
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised
  Discrete Speech Representations
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations
Wen-Chin Huang
Yi-Chiao Wu
Tomoki Hayashi
Tomoki Toda
BDL
111
38
0
23 Oct 2020
Contrastive Learning with Adversarial Examples
Contrastive Learning with Adversarial Examples
Chih-Hui Ho
Nuno Vasconcelos
SSL
92
142
0
22 Oct 2020
Unsupervised deep learning for grading of age-related macular
  degeneration using retinal fundus images
Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images
Baladitya Yellapragada
Sascha Hornauer
Kiersten Snyder
Stella X. Yu
Glenn Yiu
MedIm
43
4
0
22 Oct 2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on
  Contrastive Learning
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
Sungkyun Chang
Donmoon Lee
Jeongsoon Park
Hyungui Lim
Kyogu Lee
Karam Ko
Yoonchang Han
103
35
0
22 Oct 2020
Contrastive Self-Supervised Learning for Wireless Power Control
Contrastive Self-Supervised Learning for Wireless Power Control
Navid Naderializadeh
SSL
95
7
0
22 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana Likhomanenko
Qiantong Xu
Jacob Kahn
Gabriel Synnaeve
R. Collobert
VLM
136
65
0
22 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations
Similarity Analysis of Self-Supervised Speech Representations
Yu-An Chung
Yonatan Belinkov
James R. Glass
SSL
120
37
0
22 Oct 2020
Unsupervised Representation Learning for Speaker Recognition via
  Contrastive Equilibrium Learning
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium Learning
Sung Hwan Mun
Woohyun Kang
Min Hyun Han
N. Kim
SSL
90
21
0
22 Oct 2020
Self-training and Pre-training are Complementary for Speech Recognition
Self-training and Pre-training are Complementary for Speech Recognition
Qiantong Xu
Alexei Baevski
Tatiana Likhomanenko
Paden Tomasello
Alexis Conneau
R. Collobert
Gabriel Synnaeve
Michael Auli
SSLVLM
153
173
0
22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent
  Categorical Mixtures
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures
Minghan Li
He Bai
Luchen Tan
Kun Xiong
Ming Li
Jimmy J. Lin
FedML
41
0
0
21 Oct 2020
Self-Supervised Contrastive Learning for Efficient User Satisfaction
  Prediction in Conversational Agents
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents
Mohammad Kachuee
Hao Yuan
Young-Bum Kim
Sungjin Lee
61
25
0
21 Oct 2020
Contrastive Learning of General-Purpose Audio Representations
Contrastive Learning of General-Purpose Audio Representations
Aaqib Saeed
David Grangier
Neil Zeghidour
VLMSSL
86
272
0
21 Oct 2020
Self-supervised Graph Learning for Recommendation
Self-supervised Graph Learning for Recommendation
Jiancan Wu
Xiang Wang
Fuli Feng
Xiangnan He
Liang Chen
Jianxun Lian
Xing Xie
SSL
204
1,182
0
21 Oct 2020
BYOL works even without batch statistics
BYOL works even without batch statistics
Pierre Harvey Richemond
Jean-Bastien Grill
Florent Altché
Corentin Tallec
Florian Strub
...
Samuel L. Smith
Soham De
Razvan Pascanu
Bilal Piot
Michal Valko
SSL
309
115
0
20 Oct 2020
Imitation with Neural Density Models
Imitation with Neural Density Models
Kuno Kim
Akshat Jindal
Yang Song
Jiaming Song
Yanan Sui
Stefano Ermon
84
13
0
19 Oct 2020
CLAR: Contrastive Learning of Auditory Representations
CLAR: Contrastive Learning of Auditory Representations
Haider Al-Tahan
Y. Mohsenzadeh
SSL
195
56
0
19 Oct 2020
What About Inputing Policy in Value Function: Policy Representation and
  Policy-extended Value Function Approximator
What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator
Hongyao Tang
Zhaopeng Meng
Jianye Hao
Chong Chen
D. Graves
...
Hangyu Mao
Wulong Liu
Yaodong Yang
Wenyuan Tao
Li Wang
OffRL
71
7
0
19 Oct 2020
Improving Transformation Invariance in Contrastive Representation
  Learning
Improving Transformation Invariance in Contrastive Representation Learning
Adam Foster
Rattana Pukdee
Tom Rainforth
109
23
0
19 Oct 2020
Model-free conventions in multi-agent reinforcement learning with
  heterogeneous preferences
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences
Raphael Köster
Kevin R. McKee
Richard Everett
Laura Weidinger
William S. Isaac
Edward Hughes
Edgar A. Duénez-Guzmán
T. Graepel
M. Botvinick
Joel Z Leibo
90
23
0
18 Oct 2020
Federated Unsupervised Representation Learning
Federated Unsupervised Representation Learning
Fengda Zhang
Kun Kuang
Zhaoyang You
Tao Shen
Jun Xiao
Yin Zhang
Chao-Xiang Wu
Yueting Zhuang
Xiaolin Li
FedML
89
137
0
18 Oct 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for
  Natural Language Understanding
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
Yanru Qu
Dinghan Shen
Yelong Shen
Sandra Sajeev
Jiawei Han
Weizhu Chen
204
69
0
16 Oct 2020
On the surprising similarities between supervised and self-supervised
  models
On the surprising similarities between supervised and self-supervised models
Robert Geirhos
Kantharaju Narayanappa
Benjamin Mitzkus
Matthias Bethge
Felix Wichmann
Wieland Brendel
OODSSLDRL
142
48
0
16 Oct 2020
Local plasticity rules can learn deep representations using
  self-supervised contrastive predictions
Local plasticity rules can learn deep representations using self-supervised contrastive predictions
Bernd Illing
Jean-Paul Ventura
G. Bellec
W. Gerstner
SSLDRL
139
71
0
16 Oct 2020
Auxiliary Task Reweighting for Minimum-data Learning
Auxiliary Task Reweighting for Minimum-data Learning
Baifeng Shi
Judy Hoffman
Kate Saenko
Trevor Darrell
Huijuan Xu
MoMe
65
33
0
16 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal
  Contrastive Learning
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun Cui
Guangyu Zheng
Wei Wang
SSL
52
21
0
16 Oct 2020
Pose And Joint-Aware Action Recognition
Pose And Joint-Aware Action Recognition
Anshul B. Shah
Shlok Kumar Mishra
Ankan Bansal
Jun-Cheng Chen
Ramalingam Chellappa
Abhinav Shrivastava
137
33
0
16 Oct 2020
Representation Learning via Invariant Causal Mechanisms
Representation Learning via Invariant Causal Mechanisms
Jovana Mitrović
Brian McWilliams
Jacob Walker
Lars Buesing
Charles Blundell
CMLOODSSL
80
251
0
15 Oct 2020
Masked Contrastive Representation Learning for Reinforcement Learning
Masked Contrastive Representation Learning for Reinforcement Learning
Jinhua Zhu
Yingce Xia
Lijun Wu
Jiajun Deng
Wen-gang Zhou
Tao Qin
Houqiang Li
SSLOffRL
110
60
0
15 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation
  Learning
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
Alex Tamkin
Mike Wu
Noah D. Goodman
SSL
131
64
0
14 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised
  Contrastive Video Representation Learning
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
Xinyu Yang
Majid Mirmehdi
T. Burghardt
83
4
0
14 Oct 2020
Are all negatives created equal in contrastive instance discrimination?
Are all negatives created equal in contrastive instance discrimination?
Tiffany Cai
Jonathan Frankle
D. Schwab
Ari S. Morcos
SSL
78
83
0
13 Oct 2020
CAPT: Contrastive Pre-Training for Learning Denoised Sequence
  Representations
CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations
Fuli Luo
Pengcheng Yang
Shicheng Li
Xuancheng Ren
Xu Sun
VLMSSL
73
16
0
13 Oct 2020
MixCo: Mix-up Contrastive Learning for Visual Representation
MixCo: Mix-up Contrastive Learning for Visual Representation
Sungnyun Kim
Gihun Lee
Sangmin Bae
Seyoung Yun
SSL
167
81
0
13 Oct 2020
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