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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"
50 / 3,244 papers shown
Title
Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement
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Yu Tsao
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Cycle-Contrast for Self-Supervised Video Representation Learning
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Wen Wei
Ziwei Deng
Tomoaki Yoshinaga
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110
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0
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CompRess: Self-Supervised Learning by Compressing Representations
Soroush Abbasi Koohpayegani
Ajinkya Tejankar
Hamed Pirsiavash
SSL
82
92
0
28 Oct 2020
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
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
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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
Xavier Favory
Konstantinos Drossos
Tuomas Virtanen
Xavier Serra
118
15
0
27 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus
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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
Cheng-I Jeff Lai
Yung-Sung Chuang
Hung-yi Lee
Shang-Wen Li
James R. Glass
VLM
SSL
96
60
0
26 Oct 2020
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
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
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
Seongbin Kim
Gyuwan Kim
Seongjin Shin
Sangmin Lee
VLM
62
20
0
25 Oct 2020
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
Danni Ma
Neville Ryant
M. Liberman
108
45
0
25 Oct 2020
Unsupervised Learning of Disentangled Speech Content and Style Representation
Andros Tjandra
Ruoming Pang
Yu Zhang
Shigeki Karita
BDL
DRL
73
15
0
24 Oct 2020
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
Tailin Wu
Hongyu Ren
Pan Li
J. Leskovec
AAML
170
240
0
24 Oct 2020
Iterative Graph Self-Distillation
Hanlin Zhang
Shuai Lin
Weiyang Liu
Pan Zhou
Jian Tang
Xiaodan Liang
Eric Xing
SSL
134
34
0
23 Oct 2020
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
Wen-Chin Huang
Yi-Chiao Wu
Tomoki Hayashi
Tomoki Toda
BDL
111
38
0
23 Oct 2020
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
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
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
Navid Naderializadeh
SSL
95
7
0
22 Oct 2020
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
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
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
Qiantong Xu
Alexei Baevski
Tatiana Likhomanenko
Paden Tomasello
Alexis Conneau
R. Collobert
Gabriel Synnaeve
Michael Auli
SSL
VLM
153
173
0
22 Oct 2020
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
Mohammad Kachuee
Hao Yuan
Young-Bum Kim
Sungjin Lee
61
25
0
21 Oct 2020
Contrastive Learning of General-Purpose Audio Representations
Aaqib Saeed
David Grangier
Neil Zeghidour
VLM
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91
272
0
21 Oct 2020
Self-supervised Graph Learning for Recommendation
Jiancan Wu
Xiang Wang
Fuli Feng
Xiangnan He
Liang Chen
Jianxun Lian
Xing Xie
SSL
204
1,183
0
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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
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309
115
0
20 Oct 2020
Imitation with Neural Density Models
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Akshat Jindal
Yang Song
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Yanan Sui
Stefano Ermon
84
13
0
19 Oct 2020
CLAR: Contrastive Learning of Auditory Representations
Haider Al-Tahan
Y. Mohsenzadeh
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195
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What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator
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Zhaopeng Meng
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D. Graves
...
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Wulong Liu
Yaodong Yang
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Li Wang
OffRL
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19 Oct 2020
Improving Transformation Invariance in Contrastive Representation Learning
Adam Foster
Rattana Pukdee
Tom Rainforth
109
23
0
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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
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Federated Unsupervised Representation Learning
Fengda Zhang
Kun Kuang
Zhaoyang You
Tao Shen
Jun Xiao
Yin Zhang
Chao-Xiang Wu
Yueting Zhuang
Xiaolin Li
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137
0
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CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
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Dinghan Shen
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Sandra Sajeev
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204
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0
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On the surprising similarities between supervised and self-supervised models
Robert Geirhos
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Benjamin Mitzkus
Matthias Bethge
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Wieland Brendel
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142
48
0
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Local plasticity rules can learn deep representations using self-supervised contrastive predictions
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Jean-Paul Ventura
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139
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0
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Auxiliary Task Reweighting for Minimum-data Learning
Baifeng Shi
Judy Hoffman
Kate Saenko
Trevor Darrell
Huijuan Xu
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33
0
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Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
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Guangyu Zheng
Wei Wang
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Pose And Joint-Aware Action Recognition
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Shlok Kumar Mishra
Ankan Bansal
Jun-Cheng Chen
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Representation Learning via Invariant Causal Mechanisms
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Charles Blundell
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80
251
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Masked Contrastive Representation Learning for Reinforcement Learning
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Yingce Xia
Lijun Wu
Jiajun Deng
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Viewmaker Networks: Learning Views for Unsupervised Representation Learning
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131
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Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
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