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1805.01978
Cited By
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
SSL
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Papers citing
"Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
50 / 2,002 papers shown
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Center-wise Local Image Mixture For Contrastive Representation Learning
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Adrian Bulat
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Nuno Vasconcelos
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165
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Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
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Jingfei Du
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31 Oct 2020
Free-Form Image Inpainting via Contrastive Attention Network
International Conference on Pattern Recognition (ICPR), 2020
Xin Ma
Xiaoqiang Zhou
Huaibo Huang
Z. Chai
Xiaolin K. Wei
Ran He
173
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29 Oct 2020
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning
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Xueting Wang
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242
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225
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29 Oct 2020
Cycle-Contrast for Self-Supervised Video Representation Learning
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Wen Wei
Ziwei Deng
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191
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0
28 Oct 2020
CompRess: Self-Supervised Learning by Compressing Representations
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Soroush Abbasi Koohpayegani
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247
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Iro Laina
Ruth C. Fong
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RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2020
Peihao Chen
Deng Huang
Dongliang He
Xiang Long
Runhao Zeng
Shilei Wen
Zhuliang Yu
Chuang Gan
SSL
245
138
0
27 Oct 2020
Graph Contrastive Learning with Adaptive Augmentation
The Web Conference (WWW), 2020
Yanqiao Zhu
Yichen Xu
Feng Yu
Qiang Liu
Shu Wu
Liang Wang
392
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27 Oct 2020
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Xingjian Du
Bilei Zhu
Zejun Ma
139
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Robust Pre-Training by Adversarial Contrastive Learning
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Ziyu Jiang
Tianlong Chen
Ting-Li Chen
Zinan Lin
276
258
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Iterative Graph Self-Distillation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
Hanlin Zhang
Shuai Lin
Weiyang Liu
Pan Zhou
Jian Tang
Xiaodan Liang
Eric Xing
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250
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0
23 Oct 2020
CLOUD: Contrastive Learning of Unsupervised Dynamics
Conference on Robot Learning (CoRL), 2020
Jianren Wang
Yujie Lu
Hang Zhao
237
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Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning
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Huan Fu
Shunming Li
Rongfei Jia
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Binqiang Zhao
Dacheng Tao
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204
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Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images
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Sascha Hornauer
Kiersten Snyder
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Glenn Yiu
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91
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22 Oct 2020
Momentum Contrast Speaker Representation Learning
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Jaihyun Koh
Sungroh Yoon
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109
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0
22 Oct 2020
Self-supervised Graph Learning for Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020
Jiancan Wu
Xiang Wang
Fuli Feng
Xiangnan He
Liang Chen
Jianxun Lian
Xing Xie
SSL
636
1,488
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21 Oct 2020
Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning
Behzad Bozorgtabar
Dwarikanath Mahapatra
Guillaume Vray
Jean-Philippe Thiran
130
10
0
19 Oct 2020
CLAR: Contrastive Learning of Auditory Representations
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Haider Al-Tahan
Y. Mohsenzadeh
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369
67
0
19 Oct 2020
Improving Transformation Invariance in Contrastive Representation Learning
International Conference on Learning Representations (ICLR), 2020
Adam Foster
Rattana Pukdee
Tom Rainforth
247
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0
19 Oct 2020
Federated Unsupervised Representation Learning
Frontiers of Information Technology & Electronic Engineering (FITEE), 2020
Tai-wei Chang
Kun Kuang
Zhaoyang You
Tao Shen
Jun Xiao
Yin Zhang
Chao-Xiang Wu
Yueting Zhuang
Xiaolin Li
FedML
204
159
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18 Oct 2020
i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning
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Yian Zhu
Kihyuk Sohn
Chun-Liang Li
Jinwoo Shin
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207
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17 Oct 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
International Conference on Learning Representations (ICLR), 2020
Yanru Qu
Dinghan Shen
Yelong Shen
Sandra Sajeev
Jiawei Han
Weizhu Chen
425
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16 Oct 2020
What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions
International Conference on Learning Representations (ICLR), 2020
Kiana Ehsani
Daniel Gordon
T. Nguyen
Roozbeh Mottaghi
Ali Farhadi
3DH
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181
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16 Oct 2020
For self-supervised learning, Rationality implies generalization, provably
International Conference on Learning Representations (ICLR), 2020
Yamini Bansal
Gal Kaplun
Boaz Barak
OOD
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233
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On the surprising similarities between supervised and self-supervised models
Robert Geirhos
Kantharaju Narayanappa
Benjamin Mitzkus
Matthias Bethge
Felix Wichmann
Wieland Brendel
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193
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Self-training for Few-shot Transfer Across Extreme Task Differences
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B. Hariharan
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301
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Fully Unsupervised Person Re-identification viaSelective Contrastive Learning
Bo Pang
Deming Zhai
Junjun Jiang
Xianming Liu
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187
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Self-Supervised Ranking for Representation Learning
Ali Varamesh
Ali Diba
Tinne Tuytelaars
Luc Van Gool
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AI4TS
170
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Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning
Xinyu Yang
Majid Mirmehdi
T. Burghardt
363
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0
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CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations
Fuli Luo
Pengcheng Yang
Shicheng Li
Xuancheng Ren
Xu Sun
VLM
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211
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13 Oct 2020
Contrastive Representation Learning: A Framework and Review
IEEE Access (IEEE Access), 2020
Phúc H. Lê Khắc
Graham Healy
Alan F. Smeaton
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AI4TS
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845
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10 Oct 2020
Watch, read and lookup: learning to spot signs from multiple supervisors
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Gül Varol
Samuel Albanie
Triantafyllos Afouras
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127
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Unsupervised Representation Learning by InvariancePropagation
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Huaping Liu
Di Guo
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203
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Support-set bottlenecks for video-text representation learning
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Po-Yao (Bernie) Huang
Yuki M. Asano
Florian Metze
Alexander G. Hauptmann
João Henriques
Andrea Vedaldi
330
260
0
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Shot in the Dark: Few-Shot Learning with No Base-Class Labels
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Subhransu Maji
Erik Learned-Miller
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157
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0
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Pathological Visual Question Answering
Xuehai He
Zhuo Cai
Wenlan Wei
Yichen Zhang
Luntian Mou
Eric Xing
P. Xie
290
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CO2: Consistent Contrast for Unsupervised Visual Representation Learning
International Conference on Learning Representations (ICLR), 2020
Chen Wei
Huiyu Wang
Wei Shen
Alan Yuille
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183
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0
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A Simple Framework for Uncertainty in Contrastive Learning
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Noah D. Goodman
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249
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Conditional Negative Sampling for Contrastive Learning of Visual Representations
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Milan Mossé
Chengxu Zhuang
Daniel L. K. Yamins
Noah D. Goodman
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250
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BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal Transfer
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Hao Zhang
Daniel Cohen-Or
197
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Robust High-dimensional Memory-augmented Neural Networks
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Manuel Schmuck
Corey Lammie
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203
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243
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