Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1807.03748
Cited By
v1
v2 (latest)
Representation Learning with Contrastive Predictive Coding
10 July 2018
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRL
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Representation Learning with Contrastive Predictive Coding"
50 / 3,250 papers shown
Title
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images
B. Le
Simon S. Woo
AAML
92
83
0
07 Dec 2021
Which images to label for few-shot medical landmark detection?
Quan Quan
Qingsong Yao
Jun Li
S. Kevin Zhou
105
25
0
07 Dec 2021
Robust Speech Representation Learning via Flow-based Embedding Regularization
Woohyun Kang
Jahangir Alam
A. Fathan
62
3
0
07 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner
Yinglin Zheng
Hao Yang
Ting Zhang
Jianmin Bao
Dongdong Chen
Yangyu Huang
Lu Yuan
Dong Chen
Ming Zeng
Fang Wen
CVBM
207
176
0
06 Dec 2021
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning
Lukas Bommes
M. Hoffmann
C. Buerhop‐Lutz
Tobias Pickel
J. Hauch
Christoph J. Brabec
Andreas Maier
I. M. Peters
103
33
0
06 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports
Philipp Muller
Georgios Kaissis
Cong Zou
Daniel Munich
210
87
0
06 Dec 2021
Making a Bird AI Expert Work for You and Me
Dongliang Chang
Kaiyue Pang
Ruoyi Du
Zhanyu Ma
Yi-Zhe Song
Jun Guo
124
11
0
06 Dec 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks
Zixuan Ke
Bing-Quan Liu
Hu Xu
Lei Shu
CLL
75
58
0
05 Dec 2021
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning
Qibin Chen
Jeremy Lacomis
Edward J. Schwartz
Graham Neubig
Bogdan Vasilescu
Claire Le Goues
VLM
77
35
0
05 Dec 2021
Augmentation-Free Self-Supervised Learning on Graphs
Namkyeong Lee
Junseok Lee
Chanyoung Park
123
215
0
05 Dec 2021
Representation Learning for Conversational Data using Discourse Mutual Information Maximization
Bishal Santra
Sumegh Roychowdhury
Aishik Mandal
Vasu Gurram
Atharva Naik
Manish Gupta
Pawan Goyal
SSL
89
4
0
04 Dec 2021
U2-Former: A Nested U-shaped Transformer for Image Restoration
Haobo Ji
Xin Feng
Wenjie Pei
Jinxing Li
Guangming Lu
ViT
86
27
0
04 Dec 2021
Divergent representations of ethological visual inputs emerge from supervised, unsupervised, and reinforcement learning
Grace W. Lindsay
J. Merel
T. Mrsic-Flogel
M. Sahani
SSL
DRL
81
6
0
03 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks
Peri Akiva
Matthew Purri
Matthew J. Leotta
SSL
76
60
0
03 Dec 2021
Self-supervised Video Transformer
Kanchana Ranasinghe
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
Michael S. Ryoo
ViT
137
88
0
02 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields
Ajay Jain
B. Mildenhall
Jonathan T. Barron
Pieter Abbeel
Ben Poole
86
569
0
02 Dec 2021
InsCLR: Improving Instance Retrieval with Self-Supervision
Zelu Deng
Yujie Zhong
Sheng Guo
Weilin Huang
106
13
0
02 Dec 2021
Overcoming the Domain Gap in Neural Action Representations
Semih Günel
Florian Aymanns
S. Honari
Pavan Ramdya
Pascal Fua
88
3
0
02 Dec 2021
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification
Junwen Bai
Shufeng Kong
Carla P. Gomes
SSL
DRL
72
37
0
02 Dec 2021
GANORCON: Are Generative Models Useful for Few-shot Segmentation?
Oindrila Saha
Zezhou Cheng
Subhransu Maji
91
17
0
01 Dec 2021
CLAWS: Contrastive Learning with hard Attention and Weak Supervision
Jansel Herrera-Gerena
Ramakrishnan Sundareswaran
John Just
Matthew J. Darr
Ali Jannesari
SSL
52
2
0
01 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Brian Chen
Ramprasaath R. Selvaraju
Shih-Fu Chang
Juan Carlos Niebles
Nikhil Naik
ViT
77
2
0
01 Dec 2021
Routing with Self-Attention for Multimodal Capsule Networks
Kevin Duarte
Brian Chen
Nina Shvetsova
Andrew Rouditchenko
Samuel Thomas
Alexander H. Liu
David Harwath
James R. Glass
Hilde Kuehne
M. Shah
SSL
57
5
0
01 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
Yizhou Wang
Shixiang Tang
Feng Zhu
Lei Bai
Rui Zhao
Donglian Qi
Wanli Ouyang
104
53
0
01 Dec 2021
Object-Aware Cropping for Self-Supervised Learning
Shlok Kumar Mishra
Anshul B. Shah
Ankan Bansal
Abhyuday N. Jagannatha
Janit Anjaria
Abhishek Sharma
David Jacobs
Dilip Krishnan
SSL
106
24
0
01 Dec 2021
Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification
Zizheng Yang
Xin Jin
Kecheng Zheng
Feng Zhao
SSL
102
22
0
01 Dec 2021
Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup
Siyuan Li
Zicheng Liu
Zedong Wang
Di Wu
Zihan Liu
Stan Z. Li
111
27
0
30 Nov 2021
Sound-Guided Semantic Image Manipulation
Seung Hyun Lee
Wonseok Roh
Wonmin Byeon
Sang Ho Yoon
Chanyoung Kim
Jinkyu Kim
Sangpil Kim
DiffM
105
43
0
30 Nov 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling
Xumin Yu
Lulu Tang
Yongming Rao
Tiejun Huang
Jie Zhou
Jiwen Lu
3DPC
176
692
0
29 Nov 2021
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
Yucheng Tang
Dong Yang
Wenqi Li
H. Roth
Bennett Landman
Daguang Xu
V. Nath
Ali Hatamizadeh
ViT
MedIm
168
538
0
29 Nov 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data
Mohamed Ragab
Emadeldeen Eldele
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
AI4TS
107
52
0
29 Nov 2021
Self-supervised Feature-Gate Coupling for Dynamic Network Pruning
Mengnan Shi
Chang-rui Liu
Jianbin Jiao
QiXiang Ye
80
1
0
29 Nov 2021
ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification
Zhibo Zhang
Jongseong Jang
C. Trabelsi
Ruiwen Li
Scott Sanner
Yeonjeong Jeong
Dongsub Shim
54
4
0
28 Nov 2021
Learning a Weight Map for Weakly-Supervised Localization
Tal Shaharabany
Lior Wolf
WSOL
SSL
91
1
0
28 Nov 2021
Targeted Supervised Contrastive Learning for Long-Tailed Recognition
Tianhong Li
Peng Cao
Yuan. Yuan
Lijie Fan
Yuzhe Yang
Rogerio Feris
Piotr Indyk
Dina Katabi
117
184
0
27 Nov 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution
Gang Wu
Junjun Jiang
Xianming Liu
77
52
0
27 Nov 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning
Chenhongyi Yang
Lichao Huang
Elliot J. Crowley
SSL
VLM
53
6
0
26 Nov 2021
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings
R. Haugaard
A. Buch
88
116
0
26 Nov 2021
Learning from Temporal Gradient for Semi-supervised Action Recognition
Junfei Xiao
Longlong Jing
Lin Zhang
Ju He
Qi She
Zongwei Zhou
Alan Yuille
Yingwei Li
89
53
0
25 Nov 2021
Semantic-Aware Generation for Self-Supervised Visual Representation Learning
Yunjie Tian
Lingxi Xie
Xiaopeng Zhang
Jiemin Fang
Haohang Xu
Wei Huang
Jianbin Jiao
Qi Tian
QiXiang Ye
SSL
GAN
74
16
0
25 Nov 2021
SLA
2
^2
2
P: Self-supervised Anomaly Detection with Adversarial Perturbation
Yizhou Wang
Can Qin
Rongzhe Wei
Yi Tian Xu
Yue Bai
Y. Fu
AAML
67
5
0
25 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers
Xiaoyi Dong
Jianmin Bao
Ting Zhang
Dongdong Chen
Weiming Zhang
Lu Yuan
Dong Chen
Fang Wen
Nenghai Yu
Baining Guo
ViT
150
246
0
24 Nov 2021
Learning State Representations via Retracing in Reinforcement Learning
Changmin Yu
Dong Li
Jianye Hao
Jun Wang
Neil Burgess
84
8
0
24 Nov 2021
RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning?
Yufei Xu
Qiming Zhang
Jing Zhang
Dacheng Tao
SSL
134
18
0
24 Nov 2021
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning
Siladittya Manna
Umapada Pal
Saumik Bhattacharya
SSL
123
1
0
24 Nov 2021
Towards Learning Universal Audio Representations
Luyu Wang
Pauline Luc
Yan Wu
Adrià Recasens
Lucas Smaira
...
Andrew Jaegle
Jean-Baptiste Alayrac
Sander Dieleman
João Carreira
Aaron van den Oord
SSL
128
71
0
23 Nov 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning
Zhenhuan Yang
Yunwen Lei
Puyu Wang
Tianbao Yang
Yiming Ying
80
26
0
23 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling
Zhizhong Huang
Jie Chen
Junping Zhang
Hongming Shan
84
98
0
23 Nov 2021
Music Classification: Beyond Supervised Learning, Towards Real-world Applications
Minz Won
Janne Spijkervet
Keunwoo Choi
VLM
63
13
0
23 Nov 2021
Self-Regulated Learning for Egocentric Video Activity Anticipation
Zhaobo Qi
Shuhui Wang
Chi Su
Li Su
Qingming Huang
Q. Tian
EgoV
117
52
0
23 Nov 2021
Previous
1
2
3
...
39
40
41
...
63
64
65
Next