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1906.00910
Cited By
Learning Representations by Maximizing Mutual Information Across Views
3 June 2019
Philip Bachman
R. Devon Hjelm
William Buchwalter
SSL
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Papers citing
"Learning Representations by Maximizing Mutual Information Across Views"
50 / 739 papers shown
Title
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence
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Maximilian Arnold
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Contrastive Learning for Unsupervised Domain Adaptation of Time Series
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Stefan Feuerriegel
Ce Zhang
AI4TS
31
45
0
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Virtual embeddings and self-consistency for self-supervised learning
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Hossam Abdelhamid
Nassir Navab
Shadi Albarqouni
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16
0
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13 Jun 2022
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning
Yifei Zhang
Hao Zhu
Zixing Song
Piotr Koniusz
Iriwn King
36
90
0
09 Jun 2022
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks
Jia-Yu Pan
Pan Zhou
Shuicheng Yan
SSL
26
15
0
08 Jun 2022
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Sebastian Damrich
Jan Niklas Böhm
Fred Hamprecht
D. Kobak
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40
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Integrating Prior Knowledge in Contrastive Learning with Kernel
Benoit Dufumier
C. Barbano
Robin Louiset
Edouard Duchesnay
Pietro Gori
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21
8
0
03 Jun 2022
MCD: Marginal Contrastive Discrimination for conditional density estimation
Benjamin Riu
17
0
0
03 Jun 2022
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods
Yuchen Lu
Zhen Liu
A. Baratin
Romain Laroche
Aaron C. Courville
Alessandro Sordoni
SSL
23
0
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Hyperspherical Consistency Regularization
Cheng Tan
Zhangyang Gao
Lirong Wu
Siyuan Li
Stan Z. Li
33
25
0
02 Jun 2022
Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
Lu Han
Han-Jia Ye
De-Chuan Zhan
11
4
0
01 Jun 2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction
Jun Chen
Ming Hu
Boyang Albert Li
Mohamed Elhoseiny
41
36
0
01 Jun 2022
Learning Instance-Specific Augmentations by Capturing Local Invariances
Ning Miao
Tom Rainforth
Emile Mathieu
Yann Dubois
Yee Whye Teh
Adam Foster
Hyunjik Kim
34
10
0
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Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks
Jaonary Rabarisoa
Velentin Belissen
Florian Chabot
Q. C. Pham
VLM
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MDE
20
2
0
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Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
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Zhili Liu
Fengwei Zhou
Wenjia Wang
Weiran Huang
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44
26
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FaIRCoP: Facial Image Retrieval using Contrastive Personalization
Devansh Gupta
Aditya Saini
Drishti Bhasin
Sarthak Bhagat
Shagun Uppal
R. Jain
Ponnurangam Kumaraguru
R. Shah
6
1
0
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Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou
Dejiao Zhang
Wei Xiao
Nicholas Dingwall
Xiaofei Ma
Andrew O. Arnold
Bing Xiang
SSL
56
21
0
26 May 2022
New Intent Discovery with Pre-training and Contrastive Learning
Yuwei Zhang
Haode Zhang
Li-Ming Zhan
Albert Y.S. Lam
Albert Y. S. Lam
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VLM
39
41
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SCVRL: Shuffled Contrastive Video Representation Learning
Michael Dorkenwald
Fanyi Xiao
Biagio Brattoli
Joseph Tighe
Davide Modolo
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46
16
0
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Decoder Denoising Pretraining for Semantic Segmentation
Emmanuel B. Asiedu
Simon Kornblith
Ting Chen
Niki Parmar
Matthias Minderer
Mohammad Norouzi
AI4CE
193
26
0
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Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi
Laura J. Culp
Jan Freyberg
Basil Mustafa
Sebastien Baur
...
Geoffrey E. Hinton
N. Houlsby
Alan Karthikesalingam
Mohammad Norouzi
Vivek Natarajan
OOD
71
58
0
19 May 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture Model
Maedeh Ahmadi
M. Safayani
Abdolreza Mirzaei
14
4
0
10 May 2022
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection
Yuhang Cao
Jiaqi Wang
Yiqi Lin
Dahua Lin
ObjD
25
5
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06 May 2022
Self-Taught Metric Learning without Labels
Sungyeon Kim
Dongwon Kim
Minsu Cho
Suha Kwak
SSL
11
20
0
04 May 2022
On Negative Sampling for Audio-Visual Contrastive Learning from Movies
Mahdi M. Kalayeh
Shervin Ardeshir
Lingyi Liu
Nagendra Kamath
Ashok Chandrashekar
SSL
24
3
0
29 Apr 2022
Trusted Multi-View Classification with Dynamic Evidential Fusion
Zongbo Han
Changqing Zhang
Huazhu Fu
Qiufeng Wang
EDL
26
217
0
25 Apr 2022
Adversarial Contrastive Learning by Permuting Cluster Assignments
Muntasir Wahed
Afrina Tabassum
Ismini Lourentzou
SSL
23
5
0
21 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
Kento Nozawa
Issei Sato
AI4TS
19
4
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Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent
Siddhant Garg
Dhruval Jain
SSL
42
0
0
09 Apr 2022
Divergence-aware Federated Self-Supervised Learning
Weiming Zhuang
Yonggang Wen
Shuai Zhang
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22
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Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
Tong Zhang
Congpei Qiu
Wei Ke
Sabine Süsstrunk
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19
36
0
31 Mar 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo
Chaoning Zhang
Kang Zhang
T. Pham
Axi Niu
Zhinan Qiao
Chang D. Yoo
In So Kweon
24
54
0
30 Mar 2022
How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning
Chaoning Zhang
Kang Zhang
Chenshuang Zhang
T. Pham
Chang D. Yoo
In So Kweon
SSL
29
71
0
30 Mar 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification
Zhen Tan
Kaize Ding
Ruocheng Guo
Huan Liu
OffRL
28
11
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Contrasting the landscape of contrastive and non-contrastive learning
Ashwini Pokle
Jinjin Tian
Yuchen Li
Andrej Risteski
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28
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29 Mar 2022
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal
Subhrajyoti Dasgupta
Arindam Das
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Sudip Das
Ciarán Eising
Andrei Bursuc
Ujjwal Bhattacharya
42
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29 Mar 2022
Mugs: A Multi-Granular Self-Supervised Learning Framework
Pan Zhou
Yichen Zhou
Chenyang Si
Weihao Yu
Teck Khim Ng
Shuicheng Yan
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Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers
Yunjie Tian
Lingxi Xie
Jiemin Fang
Mengnan Shi
Junran Peng
Xiaopeng Zhang
Jianbin Jiao
Qi Tian
QiXiang Ye
33
19
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27 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation
Theodoros Pissas
Claudio S. Ravasio
L. Cruz
Christos Bergeles
25
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Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition
Jinqiang Wang
Tao Zhu
L. Chen
Huansheng Ning
Yaping Wan
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HAI
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CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation
Feng Wang
Huiyu Wang
Chen Wei
Alan Yuille
Wei Shen
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25
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Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL
Akram Erraqabi
Marlos C. Machado
Mingde Zhao
Sainbayar Sukhbaatar
A. Lazaric
Ludovic Denoyer
Yoshua Bengio
OffRL
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21 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning
Wenwei Zhang
Jiangmiao Pang
Kai-xiang Chen
Chen Change Loy
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Partitioning Image Representation in Contrastive Learning
Hyunsub Lee
Heeyoul Choi
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DRL
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Contrastive Learning with Positive-Negative Frame Mask for Music Representation
D. Yao
Zhou Zhao
Shengyu Zhang
Jieming Zhu
Yudong Zhu
Rui Zhang
Xiuqiang He
25
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Object discovery and representation networks
Olivier J. Hénaff
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Evan Shelhamer
Daniel Zoran
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João Carreira
Relja Arandjelović
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Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space
Poulami Sinhamahapatra
Rajat Koner
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InsCon:Instance Consistency Feature Representation via Self-Supervised Learning
Jun-Teng Yang
Ke Zhang
Zhaolin Cui
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Junfeng Luo
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ISeg
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Rethinking Minimal Sufficient Representation in Contrastive Learning
Haoqing Wang
Xun Guo
Zhiwei Deng
Yan Lu
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RecursiveMix: Mixed Learning with History
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Xiang Li
Borui Zhao
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