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Exploring Simple Siamese Representation Learning

Exploring Simple Siamese Representation Learning

Computer Vision and Pattern Recognition (CVPR), 2020
20 November 2020
Xinlei Chen
Kaiming He
    SSL
ArXiv (abs)PDFHTML

Papers citing "Exploring Simple Siamese Representation Learning"

12 / 2,512 papers shown
CLAR: Contrastive Learning of Auditory Representations
CLAR: Contrastive Learning of Auditory RepresentationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Haider Al-Tahan
Y. Mohsenzadeh
SSL
383
67
0
19 Oct 2020
CO2: Consistent Contrast for Unsupervised Visual Representation Learning
CO2: Consistent Contrast for Unsupervised Visual Representation LearningInternational Conference on Learning Representations (ICLR), 2020
Chen Wei
Huiyu Wang
Wei Shen
Alan Yuille
SSL
189
73
0
05 Oct 2020
Hard Negative Mixing for Contrastive Learning
Hard Negative Mixing for Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020
Yannis Kalantidis
Mert Bulent Sariyildiz
Noé Pion
Philippe Weinzaepfel
Diane Larlus
SSL
553
716
0
02 Oct 2020
Understanding Self-supervised Learning with Dual Deep Networks
Understanding Self-supervised Learning with Dual Deep Networks
Yuandong Tian
Lantao Yu
Xinlei Chen
Surya Ganguli
SSL
538
86
0
01 Oct 2020
Delving into Inter-Image Invariance for Unsupervised Visual
  Representations
Delving into Inter-Image Invariance for Unsupervised Visual RepresentationsInternational Journal of Computer Vision (IJCV), 2020
Jiahao Xie
Xiaohang Zhan
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
SSLVLM
210
62
0
26 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group
  Discrimination
Unsupervised Feature Learning by Cross-Level Instance-Group DiscriminationComputer Vision and Pattern Recognition (CVPR), 2020
Xudong Wang
Ziwei Liu
Stella X. Yu
SSL
373
87
0
09 Aug 2020
Predicting What You Already Know Helps: Provable Self-Supervised
  Learning
Predicting What You Already Know Helps: Provable Self-Supervised Learning
Jason D. Lee
Qi Lei
Nikunj Saunshi
Jiacheng Zhuo
SSL
365
205
0
03 Aug 2020
Whitening for Self-Supervised Representation Learning
Whitening for Self-Supervised Representation LearningInternational Conference on Machine Learning (ICML), 2020
Aleksandr Ermolov
Aliaksandr Siarohin
E. Sangineto
Andrii Zadaianchuk
SSL
577
353
0
13 Jul 2020
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.2K
4,680
0
17 Jun 2020
Self-supervised Learning: Generative or Contrastive
Self-supervised Learning: Generative or Contrastive
Xiao Liu
Fanjin Zhang
Zhenyu Hou
Zhaoyu Wang
Li Mian
Jing Zhang
Jie Tang
SSL
644
2,022
0
15 Jun 2020
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for
  Unsupervised Domain Adaptation in Person Re-identification and Beyond
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondIEEE Transactions on Image Processing (TIP), 2020
Wenhao Wang
Fang Zhao
Tianran Ouyang
Ling Shao
307
58
0
11 Jun 2020
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation
  Learning
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2020
Zhiqiang Shen
Zechun Liu
Zhuang Liu
Marios Savvides
Trevor Darrell
Eric P. Xing
OCLSSL
393
114
0
11 Mar 2020
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