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2011.10566
Cited By
Exploring Simple Siamese Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
20 November 2020
Xinlei Chen
Kaiming He
SSL
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Papers citing
"Exploring Simple Siamese Representation Learning"
50 / 2,512 papers shown
Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task
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Sarthak Mittal
Stefan Bauer
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GraphVICRegHSIC: Towards improved self-supervised representation learning for graphs with a hyrbid loss function
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Yuanmeng Yan
Rumei Li
Sirui Wang
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Wei Wu
Weiran Xu
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282
611
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25 May 2021
Unsupervised Visual Representation Learning by Online Constrained K-Means
Computer Vision and Pattern Recognition (CVPR), 2021
Qi Qian
Yuanhong Xu
Juhua Hu
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Rong Jin
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187
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Backdoor Attacks on Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Aniruddha Saha
Ajinkya Tejankar
Soroush Abbasi Koohpayegani
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Yin Zhang
203
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Contrastive Model Inversion for Data-Free Knowledge Distillation
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Mingli Song
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Self-supervised Remote Sensing Images Change Detection at Pixel-level
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Lorenzo Bruzzone
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Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation
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Y. Shin
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Mean Shift for Self-Supervised Learning
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Soroush Abbasi Koohpayegani
Ajinkya Tejankar
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265
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15 May 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency
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Haiping Wu
Xiaolong Wang
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Bootstrapping User and Item Representations for One-Class Collaborative Filtering
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Dongha Lee
SeongKu Kang
Hyunjun Ju
Chanyoung Park
Hwanjo Yu
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13 May 2021
When Does Contrastive Visual Representation Learning Work?
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Elijah Cole
Xuan S. Yang
Kimberly Wilber
Oisin Mac Aodha
Serge Belongie
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Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning
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Ming Jin
Yizhen Zheng
Yuan-Fang Li
Chen Gong
Chuan Zhou
Shirui Pan
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267
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12 May 2021
Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece
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Luke Y. Prince
Roy Henha Eyono
E. Boven
Arna Ghosh
Joe Pemberton
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Rui Ponte Costa
Wolfgang Maass
Blake A. Richards
Cristina Savin
K. Wilmes
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145
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VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
International Conference on Learning Representations (ICLR), 2021
Adrien Bardes
Jean Ponce
Yann LeCun
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1,111
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11 May 2021
ICON: Learning Regular Maps Through Inverse Consistency
IEEE International Conference on Computer Vision (ICCV), 2021
Hastings Greer
Roland Kwitt
François-Xavier Vialard
Marc Niethammer
269
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10 May 2021
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Bing Li
Cheng Zheng
Silvio Giancola
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Haosen Shi
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Haiyan Yin
299
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Contrastive Attraction and Contrastive Repulsion for Representation Learning
Huangjie Zheng
Xu Chen
Jiangchao Yao
Hongxia Yang
Chunyuan Li
Ya Zhang
Hao Zhang
Ivor Tsang
Jingren Zhou
Mingyuan Zhou
SSL
323
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08 May 2021
On Feature Decorrelation in Self-Supervised Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Tianyu Hua
Wenxiao Wang
Zihui Xue
Sucheng Ren
Yue Wang
Hang Zhao
SSL
OOD
467
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02 May 2021
Hyperspherically Regularized Networks for Self-Supervision
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A. Durrant
Georgios Leontidis
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389
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29 Apr 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
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Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
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632
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29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
Mathilde Caron
Hugo Touvron
Ishan Misra
Edouard Grave
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Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
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Mahmoud Assran
Mathilde Caron
Ishan Misra
Piotr Bojanowski
Armand Joulin
Nicolas Ballas
Michael G. Rabbat
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291
166
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28 Apr 2021
A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning
Yifan Hao
Shaojie Bai
Louis-Philippe Morency
Ruslan Salakhutdinov
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149
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Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank
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Inigo Alonso
Alberto Sabater
David Ferstl
Luis Montesano
Ana C. Murillo
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445
248
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27 Apr 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay
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Edoardo Cetin
Oya Celiktutan
158
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21 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning
Prashant Shivaram Bhat
Elahe Arani
Bahram Zonooz
SSL
234
34
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20 Apr 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2021
Daehee Kim
Seunghyun Park
Jinkyu Kim
Jaekoo Lee
OOD
SSL
354
322
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20 Apr 2021
DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
Yuting Gao
Jia-Xin Zhuang
Xiaowei Guo
Hao Cheng
Xing Sun
Ke Li
Feiyue Huang
406
44
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19 Apr 2021
Solving Inefficiency of Self-supervised Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Guangrun Wang
Keze Wang
Guangcong Wang
Juil Sock
Liang Lin
SSL
354
62
0
18 Apr 2021
Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning
U. Dutta
Sandeep Repakula
Maulik Parmar
Abhinav Ravi
SSL
129
0
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17 Apr 2021
Contrastive Learning with Stronger Augmentations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Tianlin Li
Guo-Jun Qi
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306
290
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Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection
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Ajian Liu
Chenxu Zhao
Zitong Yu
Jun Wan
Anyang Su
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Yanyan Liang
G. Guo
Zhen Lei
Stan Z. Li
Du Zhang
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212
108
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13 Apr 2021
Contrastive Learning of Global-Local Video Representations
Shuang Ma
Zhaoyang Zeng
Daniel J. McDuff
Yale Song
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200
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Self-Supervised Learning for Gastritis Detection with Gastric X-ray Images
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021
Guang Li
Ren Togo
Takahiro Ogawa
Miki Haseyama
264
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07 Apr 2021
An Empirical Study of Training Self-Supervised Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
Xinlei Chen
Saining Xie
Kaiming He
ViT
609
2,184
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05 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective
IEEE International Conference on Computer Vision (ICCV), 2021
Jiarui Xu
Xiaolong Wang
VOS
408
108
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31 Mar 2021
Pre-training strategies and datasets for facial representation learning
European Conference on Computer Vision (ECCV), 2021
Adrian Bulat
Shiyang Cheng
Jing Yang
A. Garbett
Enrique Sanchez
Georgios Tzimiropoulos
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279
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Sergey Plis
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HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval
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Song Liu
Haoqi Fan
Shengsheng Qian
Yiru Chen
Wenkui Ding
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352
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28 Mar 2021
Self-supervised Graph Neural Networks without explicit negative sampling
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Haifeng Chen
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168
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Gabriel Ilharco
Ludwig Schmidt
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Roozbeh Mottaghi
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Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels
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Evgenii Zheltonozhskii
Chaim Baskin
A. Mendelson
A. Bronstein
Or Litany
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123
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