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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 / 3,326 papers shown
Title
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining
Hao Liu
Tom Zahavy
Volodymyr Mnih
Satinder Singh
SSL
124
7
0
19 Oct 2022
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement
  Learning
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
Yifan Xu
Nicklas Hansen
Zirui Wang
Yung-Chieh Chan
H. Su
Zhuowen Tu
OffRL
81
17
0
19 Oct 2022
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image
  Retrieval
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval
Abhra Chaudhuri
Massimiliano Mancini
Yanbei Chen
Zeynep Akata
Anjan Dutta
86
6
0
19 Oct 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning
  for Chinese Spell Checking
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
Hai-Tao Zheng
Shirong Ma
Qingyu Zhou
Zhongli Li
Li Yangning
Shulin Huang
R. Liu
Chao Li
Yunbo Cao
Haitao Zheng
56
36
0
19 Oct 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
Dongha Lee
Jiaming Shen
Seonghyeon Lee
Susik Yoon
Hwanjo Yu
Jiawei Han
70
10
0
18 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment,
  Uniformity and Correlation
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation
Shentong Mo
Zhun Sun
Chao Li
56
11
0
18 Oct 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
Zifeng Wang
Zhenbang Wu
Dinesh Agarwal
Jimeng Sun
CLIPVLMMedIm
138
436
0
18 Oct 2022
Maestro-U: Leveraging joint speech-text representation learning for zero
  supervised speech ASR
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR
Zhehuai Chen
Ankur Bapna
Andrew Rosenberg
Yu Zhang
Bhuvana Ramabhadran
Pedro J. Moreno
Nanxin Chen
107
17
0
18 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual
  Representations
Towards Efficient and Effective Self-Supervised Learning of Visual Representations
Sravanti Addepalli
Kaushal Bhogale
Priyam Dey
R. Venkatesh Babu
SSL
46
9
0
18 Oct 2022
Improving Adversarial Robustness by Contrastive Guided Diffusion Process
Improving Adversarial Robustness by Contrastive Guided Diffusion Process
Yidong Ouyang
Liyan Xie
Guang Cheng
67
8
0
18 Oct 2022
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning
  with Demonstrations
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
Kai Yan
Alex Schwing
Yu-Xiong Wang
OffRL
70
2
0
18 Oct 2022
Morig: Motion-aware rigging of character meshes from point clouds
Morig: Motion-aware rigging of character meshes from point clouds
Zhan Xu
Yang Zhou
Li Yi
E. Kalogerakis
3DPC
104
13
0
17 Oct 2022
Multiple Instance Learning via Iterative Self-Paced Supervised
  Contrastive Learning
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
Kangning Liu
Weicheng Zhu
Yiqiu Shen
Sheng Liu
N. Razavian
Krzysztof J. Geras
C. Fernandez‐Granda
SSL
112
25
0
17 Oct 2022
Self-Supervised Learning Through Efference Copies
Self-Supervised Learning Through Efference Copies
Franz Scherr
Qinghai Guo
Timoleon Moraitis
76
11
0
17 Oct 2022
Correlation between Alignment-Uniformity and Performance of Dense
  Contrastive Representations
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations
Jong Hak Moon
Wonjae Kim
Edward Choi
120
3
0
17 Oct 2022
Test-Time Training for Graph Neural Networks
Test-Time Training for Graph Neural Networks
Yiqi Wang
Chaozhuo Li
Wei Jin
Rui Li
Jianan Zhao
Jiliang Tang
Xing Xie
OOD
109
15
0
17 Oct 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of
  Self-Supervised Speech Representation Learning
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
Tzu-hsun Feng
Annie Dong
Ching-Feng Yeh
Shu-Wen Yang
Tzu-Quan Lin
...
Xuankai Chang
Shinji Watanabe
Abdel-rahman Mohamed
Shang-Wen Li
Hung-yi Lee
ELMSSL
102
35
0
16 Oct 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive
  Learning
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning
Yuyuan Zeng
Bowen Zhao
Shanzhao Qiu
Tao Dai
Shutao Xia
101
26
0
16 Oct 2022
Increasing Visual Awareness in Multimodal Neural Machine Translation
  from an Information Theoretic Perspective
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective
Baijun Ji
Tong Zhang
Yicheng Zou
Bojie Hu
Sitian Shen
65
14
0
16 Oct 2022
How Mask Matters: Towards Theoretical Understandings of Masked
  Autoencoders
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
Qi Zhang
Yifei Wang
Yisen Wang
90
77
0
15 Oct 2022
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic
  Reinforcement Learning at Scale
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale
Kuang-Huei Lee
Ted Xiao
A. Li
Paul Wohlhart
Ian S. Fischer
Yao Lu
120
10
0
15 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds
Minghua Liu
Yin Zhou
C. Qi
Boqing Gong
Hao Su
Drago Anguelov
3DPC
105
60
0
14 Oct 2022
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated
  Learning
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning
Rui Ye
Zhenyang Ni
Chenxin Xu
Jianyu Wang
Siheng Chen
Yonina C. Eldar
FedML
96
33
0
14 Oct 2022
Mutual Information Regularized Offline Reinforcement Learning
Mutual Information Regularized Offline Reinforcement Learning
Xiao Ma
Bingyi Kang
Zhongwen Xu
Min Lin
Shuicheng Yan
OffRL
106
8
0
14 Oct 2022
Skill-Based Reinforcement Learning with Intrinsic Reward Matching
Skill-Based Reinforcement Learning with Intrinsic Reward Matching
Ademi Adeniji
Amber Xie
Pieter Abbeel
OffRL
73
5
0
14 Oct 2022
JOIST: A Joint Speech and Text Streaming Model For ASR
JOIST: A Joint Speech and Text Streaming Model For ASR
Tara N. Sainath
Rohit Prabhavalkar
Ankur Bapna
Yu Zhang
Zhouyuan Huo
Zhehuai Chen
Yue Liu
Weiran Wang
Trevor Strohman
RALMAuLLM
93
35
0
13 Oct 2022
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning
  for Multi-Resolution Satellite Imagery
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery
Jules Bourcier
G. Dashyan
Jocelyn Chanussot
Alahari Karteek
SSL
51
4
0
13 Oct 2022
Generalized Inter-class Loss for Gait Recognition
Generalized Inter-class Loss for Gait Recognition
Weichen Yu
Hongyuan Yu
Yan Huang
Liang Wang
CVBM
84
13
0
13 Oct 2022
A Mixture of Surprises for Unsupervised Reinforcement Learning
A Mixture of Surprises for Unsupervised Reinforcement Learning
Andrew Zhao
Matthieu Lin
Yangguang Li
Yang Liu
Gao Huang
71
13
0
13 Oct 2022
DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a
  Real Steam Turbine System
DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System
M. Modirrousta
M. A. Shoorehdeli
M. Yari
A. Ghahremani
31
2
0
12 Oct 2022
Generalised Mutual Information for Discriminative Clustering
Generalised Mutual Information for Discriminative Clustering
Louis Ohl
Pierre-Alexandre Mattei
C. Bouveyron
Warith Harchaoui
Mickael Leclercq
Arnaud Droit
F. Precioso
62
6
0
12 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual
  Representation Learning
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Fuying Wang
Yuyin Zhou
Shujun Wang
V. Vardhanabhuti
Lequan Yu
121
149
0
12 Oct 2022
Reinforcement Learning with Automated Auxiliary Loss Search
Reinforcement Learning with Automated Auxiliary Loss Search
Tairan He
Yuge Zhang
Kan Ren
Minghuan Liu
Che Wang
Weinan Zhang
Yuqing Yang
Dongsheng Li
113
16
0
12 Oct 2022
Match Cutting: Finding Cuts with Smooth Visual Transitions
Match Cutting: Finding Cuts with Smooth Visual Transitions
Boris Chen
Amir Ziai
Rebecca Tucker
Yuchen Xie
VGen
102
14
0
11 Oct 2022
Embeddings as Epistemic States: Limitations on the Use of Pooling
  Operators for Accumulating Knowledge
Embeddings as Epistemic States: Limitations on the Use of Pooling Operators for Accumulating Knowledge
Steven Schockaert
FAtt
66
5
0
11 Oct 2022
OPERA: Omni-Supervised Representation Learning with Hierarchical
  Supervisions
OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions
Cheng-Hao Wang
Wenzhao Zheng
Zhengbiao Zhu
Jie Zhou
Jiwen Lu
SSLAI4TS
101
4
0
11 Oct 2022
Adversarial Contrastive Learning for Evidence-aware Fake News Detection
  with Graph Neural Networks
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks
Jun Wu
Weizhi Xu
Qiang Liu
Shu Wu
Liang Wang
GNN
98
19
0
11 Oct 2022
Self-supervised debiasing using low rank regularization
Self-supervised debiasing using low rank regularization
Geon Yeong Park
Chanyong Jung
Sangmin Lee
Jong Chul Ye
Sang Wan Lee
CMLSSL
114
4
0
11 Oct 2022
Contrastive Trajectory Similarity Learning with Dual-Feature Attention
Contrastive Trajectory Similarity Learning with Dual-Feature Attention
Yanchuan Chang
Jianzhong Qi
Yuxuan Liang
E. Tanin
105
43
0
11 Oct 2022
Improving Dense Contrastive Learning with Dense Negative Pairs
Improving Dense Contrastive Learning with Dense Negative Pairs
Berk Iskender
Zhenlin Xu
Simon Kornblith
Enhung Chu
M. Khademi
SSL
66
2
0
11 Oct 2022
Contrastive Neural Ratio Estimation for Simulation-based Inference
Contrastive Neural Ratio Estimation for Simulation-based Inference
Benjamin Kurt Miller
Christoph Weniger
Patrick Forré
96
13
0
11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning
Multilingual Representation Distillation with Contrastive Learning
Weiting Tan
Kevin Heffernan
Holger Schwenk
Philipp Koehn
90
16
0
10 Oct 2022
Function-space regularized Rényi divergences
Function-space regularized Rényi divergences
Jeremiah Birrell
Yannis Pantazis
P. Dupuis
Markos A. Katsoulakis
Luc Rey-Bellet
101
7
0
10 Oct 2022
Turbo Training with Token Dropout
Turbo Training with Token Dropout
Tengda Han
Weidi Xie
Andrew Zisserman
ViT
81
11
0
10 Oct 2022
Towards Robust Visual Question Answering: Making the Most of Biased
  Samples via Contrastive Learning
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning
Q. Si
Yuanxin Liu
Fandong Meng
Zheng Lin
Peng Fu
Yanan Cao
Weiping Wang
Jie Zhou
90
24
0
10 Oct 2022
A Comprehensive Survey of Data Augmentation in Visual Reinforcement
  Learning
A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning
Guozheng Ma
Zhen Wang
Zhecheng Yuan
Xueqian Wang
Bo Yuan
Dacheng Tao
OffRL
89
28
0
10 Oct 2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification:
  A Comprehensive Evaluation
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
56
24
0
10 Oct 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model
  Pretraining
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining
Chunhui Zhang
Yixiong Chen
Li Liu
Qiong Liu
Xiaoping Zhou
VLM
108
9
0
10 Oct 2022
CoBERT: Self-Supervised Speech Representation Learning Through Code
  Representation Learning
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning
Chutong Meng
Junyi Ao
Tom Ko
Mingxuan Wang
Haizhou Li
SSL
111
6
0
08 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text
  Generation
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
Wanrong Zhu
An Yan
Yujie Lu
Wenda Xu
Xinze Wang
Miguel P. Eckstein
William Yang Wang
137
36
0
07 Oct 2022
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