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Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,940 papers shown
Title
High-order structure preserving graph neural network for few-shot
  learning
High-order structure preserving graph neural network for few-shot learning
Guangfeng Lin
Ying Yang
Y. Fan
Xiao-bing Kang
Kaiyang Liao
Fan Zhao
68
1
0
29 May 2020
Self-supervised Modal and View Invariant Feature Learning
Self-supervised Modal and View Invariant Feature Learning
Longlong Jing
Yucheng Chen
Ling Zhang
Mingyi He
Yingli Tian
3DPCSSL
58
29
0
28 May 2020
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and
  Patients
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
Dani Kiyasseh
T. Zhu
David Clifton
109
195
0
27 May 2020
SCAN: Learning to Classify Images without Labels
SCAN: Learning to Classify Images without Labels
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Marc Proesmans
Luc Van Gool
VLMSSL
117
540
0
25 May 2020
What Makes for Good Views for Contrastive Learning?
What Makes for Good Views for Contrastive Learning?
Yonglong Tian
Chen Sun
Ben Poole
Dilip Krishnan
Cordelia Schmid
Phillip Isola
SSL
122
1,342
0
20 May 2020
Understanding Contrastive Representation Learning through Alignment and
  Uniformity on the Hypersphere
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
Tongzhou Wang
Phillip Isola
SSL
185
1,869
0
20 May 2020
Weakly Supervised Representation Learning with Coarse Labels
Weakly Supervised Representation Learning with Coarse Labels
Yuanhong Xu
Qi Qian
Hao Li
Rong Jin
Juhua Hu
SSL
51
8
0
19 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding
CERT: Contrastive Self-supervised Learning for Language Understanding
Hongchao Fang
Sicheng Wang
Meng Zhou
Jiayuan Ding
P. Xie
ELMSSL
76
345
0
16 May 2020
Prototypical Contrastive Learning of Unsupervised Representations
Prototypical Contrastive Learning of Unsupervised Representations
Junnan Li
Pan Zhou
Caiming Xiong
Guosheng Lin
SSLDRL
153
982
0
11 May 2020
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning
Timo Milbich
Karsten Roth
Homanga Bharadhwaj
Samarth Sinha
Yoshua Bengio
Bjorn Ommer
Joseph Paul Cohen
130
67
0
28 Apr 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Pedro Morgado
Nuno Vasconcelos
Ishan Misra
SSL
92
276
0
27 Apr 2020
Extending and Analyzing Self-Supervised Learning Across Domains
Extending and Analyzing Self-Supervised Learning Across Domains
Bram Wallace
B. Hariharan
SSL
43
43
0
24 Apr 2020
Supervised Contrastive Learning
Supervised Contrastive Learning
Prannay Khosla
Piotr Teterwak
Chen Wang
Aaron Sarna
Yonglong Tian
Phillip Isola
Aaron Maschinot
Ce Liu
Dilip Krishnan
SSL
214
4,605
0
23 Apr 2020
Unsupervised Person Re-identification via Multi-label Classification
Unsupervised Person Re-identification via Multi-label Classification
Dongkai Wang
Shiliang Zhang
81
364
0
20 Apr 2020
LSM: Learning Subspace Minimization for Low-level Vision
LSM: Learning Subspace Minimization for Low-level Vision
Chengzhou Tang
Lu Yuan
P. Tan
83
14
0
20 Apr 2020
A Transductive Approach for Video Object Segmentation
A Transductive Approach for Video Object Segmentation
Yizhuo Zhang
Zhirong Wu
Houwen Peng
Stephen Lin
VOS
98
113
0
15 Apr 2020
Distilling Localization for Self-Supervised Representation Learning
Distilling Localization for Self-Supervised Representation Learning
Nanxuan Zhao
Zhirong Wu
Rynson W. H. Lau
Stephen Lin
SSL
161
56
0
14 Apr 2020
CURL: Contrastive Unsupervised Representations for Reinforcement
  Learning
CURL: Contrastive Unsupervised Representations for Reinforcement Learning
A. Srinivas
Michael Laskin
Pieter Abbeel
SSLDRLOffRL
145
1,094
0
08 Apr 2020
Unsupervised Person Re-identification via Softened Similarity Learning
Unsupervised Person Re-identification via Softened Similarity Learning
Yutian Lin
Lingxi Xie
Yu Wu
C. Yan
Qi Tian
63
256
0
07 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics
Simon Jenni
Hailin Jin
Paolo Favaro
SSL
65
45
0
05 Apr 2020
How Useful is Self-Supervised Pretraining for Visual Tasks?
How Useful is Self-Supervised Pretraining for Visual Tasks?
Alejandro Newell
Jia Deng
SSL
73
139
0
31 Mar 2020
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis
Hao Tang
Xiaojuan Qi
Guolei Sun
Dan Xu
N. Sebe
Radu Timofte
Luc Van Gool
GAN
72
11
0
31 Mar 2020
Laplacian Denoising Autoencoder
Laplacian Denoising Autoencoder
Jianbo Jiao
Linchao Bao
Yunchao Wei
Shengfeng He
Humphrey Shi
Rynson W. H. Lau
Thomas S. Huang
SSL
49
2
0
30 Mar 2020
Improving out-of-distribution generalization via multi-task
  self-supervised pretraining
Improving out-of-distribution generalization via multi-task self-supervised pretraining
Isabela Albuquerque
Nikhil Naik
Junnan Li
N. Keskar
R. Socher
SSLOOD
90
40
0
30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation
  Learning of 3D Point Clouds
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds
Yongming Rao
Jiwen Lu
Jie Zhou
3DPC
73
133
0
29 Mar 2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for
  Multiview Object Recognition
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition
Chih-Hui Ho
Bo Liu
Tz-Ying Wu
Nuno Vasconcelos
78
8
0
28 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised
  Training
Semantic Implicit Neural Scene Representations With Semi-Supervised Training
Amit Kohli
Vincent Sitzmann
Gordon Wetzstein
3DPC
64
14
0
28 Mar 2020
Are Labels Necessary for Neural Architecture Search?
Are Labels Necessary for Neural Architecture Search?
Chenxi Liu
Piotr Dollár
Kaiming He
Ross B. Girshick
Alan Yuille
Saining Xie
81
75
0
26 Mar 2020
Towards Backward-Compatible Representation Learning
Towards Backward-Compatible Representation Learning
Yantao Shen
Yuanjun Xiong
Wei Xia
Stefano Soatto
97
81
0
26 Mar 2020
Temporally Coherent Embeddings for Self-Supervised Video Representation
  Learning
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning
Joshua Knights
Ben Harwood
Daniel Ward
Anthony Vanderkop
Olivia Mackenzie-Ross
Peyman Moghadam
AI4TS
84
38
0
21 Mar 2020
Cross-domain Self-supervised Learning for Domain Adaptation with Few
  Source Labels
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
Donghyun Kim
Kuniaki Saito
Tae-Hyun Oh
Bryan A. Plummer
Stan Sclaroff
Kate Saenko
SSL
73
43
0
18 Mar 2020
Watching the World Go By: Representation Learning from Unlabeled Videos
Watching the World Go By: Representation Learning from Unlabeled Videos
Daniel Gordon
Kiana Ehsani
Dieter Fox
Ali Farhadi
SSLAI4TS
98
90
0
18 Mar 2020
Domain Adaptive Ensemble Learning
Domain Adaptive Ensemble Learning
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
227
285
0
16 Mar 2020
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation
  Learning
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
Zhiqiang Shen
Zechun Liu
Zhuang Liu
Marios Savvides
Trevor Darrell
Eric P. Xing
OCLSSL
89
103
0
11 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised
  Learning
On Compositions of Transformations in Contrastive Self-Supervised Learning
Mandela Patrick
Yuki M. Asano
Polina Kuznetsova
Ruth C. Fong
João F. Henriques
Geoffrey Zweig
Andrea Vedaldi
89
49
0
09 Mar 2020
Improved Baselines with Momentum Contrastive Learning
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
630
3,451
0
09 Mar 2020
Affinity guided Geometric Semi-Supervised Metric Learning
Affinity guided Geometric Semi-Supervised Metric Learning
U. Dutta
Mehrtash Harandi
C. Sekhar
104
2
0
27 Feb 2020
A Comprehensive Approach to Unsupervised Embedding Learning based on AND
  Algorithm
A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm
Sungwon Han
Yizhan Xu
Sungwon Park
M. Cha
Cheng-Te Li
SSL
40
3
0
26 Feb 2020
A survey on Semi-, Self- and Unsupervised Learning for Image
  Classification
A survey on Semi-, Self- and Unsupervised Learning for Image Classification
Lars Schmarje
M. Santarossa
Simon-Martin Schroder
Reinhard Koch
SSLVLM
98
165
0
20 Feb 2020
Boosting Adversarial Training with Hypersphere Embedding
Boosting Adversarial Training with Hypersphere Embedding
Tianyu Pang
Xiao Yang
Yinpeng Dong
Kun Xu
Jun Zhu
Hang Su
AAML
89
156
0
20 Feb 2020
Universal Domain Adaptation through Self Supervision
Universal Domain Adaptation through Self Supervision
Kuniaki Saito
Donghyun Kim
Stan Sclaroff
Kate Saenko
OODTTA
93
325
0
19 Feb 2020
Convergence of End-to-End Training in Deep Unsupervised Contrastive
  Learning
Convergence of End-to-End Training in Deep Unsupervised Contrastive Learning
Zixin Wen
SSL
68
3
0
17 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations
A Simple Framework for Contrastive Learning of Visual Representations
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
431
18,975
0
13 Feb 2020
Towards Precise Intra-camera Supervised Person Re-identification
Towards Precise Intra-camera Supervised Person Re-identification
Menglin Wang
Baisheng Lai
Haokun Chen
Jianqiang Huang
Xiaojin Gong
Xiansheng Hua
82
17
0
12 Feb 2020
Optimized Generic Feature Learning for Few-shot Classification across
  Domains
Optimized Generic Feature Learning for Few-shot Classification across Domains
Tonmoy Saikia
Thomas Brox
Cordelia Schmid
VLM
77
49
0
22 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination
Learning Spatiotemporal Features via Video and Text Pair Discrimination
Tianhao Li
Limin Wang
VGen
68
57
0
16 Jan 2020
Proposal Learning for Semi-Supervised Object Detection
Proposal Learning for Semi-Supervised Object Detection
Peng Tang
Chetan Ramaiah
Yan Wang
Ran Xu
Caiming Xiong
121
101
0
15 Jan 2020
Memorizing Comprehensively to Learn Adaptively: Unsupervised
  Cross-Domain Person Re-ID with Multi-level Memory
Memorizing Comprehensively to Learn Adaptively: Unsupervised Cross-Domain Person Re-ID with Multi-level Memory
Xinyu Zhang
Dong Gong
Jiewei Cao
Chunhua Shen
80
6
0
13 Jan 2020
Pruning Convolutional Neural Networks with Self-Supervision
Pruning Convolutional Neural Networks with Self-Supervision
Mathilde Caron
Ari S. Morcos
Piotr Bojanowski
Julien Mairal
Armand Joulin
SSL3DPC
59
12
0
10 Jan 2020
Discriminative Clustering with Representation Learning with any Ratio of
  Labeled to Unlabeled Data
Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled Data
Corinne Jones
Vincent Roulet
Zaïd Harchaoui
114
1
0
30 Dec 2019
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