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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
Improving Object Detection with Selective Self-supervised Self-training
Improving Object Detection with Selective Self-supervised Self-training
Yandong Li
Di Huang
Danfeng Qin
Liqiang Wang
Boqing Gong
115
65
0
17 Jul 2020
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning
Chia-Wen Kuo
Chih-Yao Ma
Jia-Bin Huang
Z. Kira
92
121
0
16 Jul 2020
Semi-Siamese Training for Shallow Face Learning
Semi-Siamese Training for Shallow Face Learning
Hang Du
Hailin Shi
Yuchi Liu
Jun Wang
Zhen Lei
Dan Zeng
Tao Mei
CVBM3DH
124
27
0
16 Jul 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally
  Shifted Instances
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
Jihoon Tack
Sangwoo Mo
Jongheon Jeong
Jinwoo Shin
OODD
85
607
0
16 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action
  Recognition
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition
Chenyang Si
Xuecheng Nie
Wei Wang
Liang Wang
Tieniu Tan
Jiashi Feng
SSL
110
66
0
12 Jul 2020
Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine
  Pseudo-Labeling with Visual-Semantic Meta-Embedding
Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding
Jinhai Yang
Han Yang
Lin Chen
56
20
0
11 Jul 2020
Contrastive Code Representation Learning
Contrastive Code Representation Learning
Paras Jain
Ajay Jain
Tianjun Zhang
Pieter Abbeel
Joseph E. Gonzalez
Ion Stoica
SSLDRL
134
151
0
09 Jul 2020
Self-Supervised Policy Adaptation during Deployment
Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen
Rishabh Jangir
Yu Sun
Guillem Alenyà
Pieter Abbeel
Alexei A. Efros
Lerrel Pinto
Xiaolong Wang
103
163
0
08 Jul 2020
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in
  Colorectal Cancer
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer
C. Abbet
I. Zlobec
Behzad Bozorgtabar
Jean-Philippe Thiran
OOD
64
57
0
07 Jul 2020
Progressive Cluster Purification for Unsupervised Feature Learning
Progressive Cluster Purification for Unsupervised Feature Learning
Yifei Zhang
Chang-rui Liu
Yu Zhou
Wei Wang
Weiping Wang
QiXiang Ye
76
13
0
06 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense
  Text Retrieval
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong
Chenyan Xiong
Ye Li
Kwok-Fung Tang
Jialin Liu
Paul N. Bennett
Junaid Ahmed
Arnold Overwijk
147
1,240
0
01 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer
  Learning in Neural Networks
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks
H. H. Mao
BDLSSL
72
50
0
01 Jul 2020
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model
Nikhil Parthasarathy
Eero P. Simoncelli
91
7
0
30 Jun 2020
Self-Supervised MultiModal Versatile Networks
Self-Supervised MultiModal Versatile Networks
Jean-Baptiste Alayrac
Adrià Recasens
R. Schneider
Relja Arandjelović
Jason Ramapuram
J. Fauw
Lucas Smaira
Sander Dieleman
Andrew Zisserman
SSL
195
375
0
29 Jun 2020
Unsupervised Learning of Video Representations via Dense Trajectory
  Clustering
Unsupervised Learning of Video Representations via Dense Trajectory Clustering
P. Tokmakov
M. Hebert
Cordelia Schmid
SSL
59
22
0
28 Jun 2020
Video Representation Learning with Visual Tempo Consistency
Video Representation Learning with Visual Tempo Consistency
Ceyuan Yang
Yinghao Xu
Bo Dai
Bolei Zhou
68
92
0
28 Jun 2020
Unsupervised Deep Representation Learning and Few-Shot Classification of
  PolSAR Images
Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images
Lamei Zhang
Siyu Zhang
B. Zou
Hongwei Dong
SSL
21
0
0
27 Jun 2020
Domain Contrast for Domain Adaptive Object Detection
Domain Contrast for Domain Adaptive Object Detection
Feng Liu
Xiaosong Zhang
Fang Wan
Xiangyang Ji
QiXiang Ye
66
36
0
26 Jun 2020
On Equivariant and Invariant Learning of Object Landmark Representations
On Equivariant and Invariant Learning of Object Landmark Representations
Zezhou Cheng
Jong-Chyi Su
Subhransu Maji
SSL
58
7
0
26 Jun 2020
Parametric Instance Classification for Unsupervised Visual Feature
  Learning
Parametric Instance Classification for Unsupervised Visual Feature Learning
Yue Cao
Zhenda Xie
B. Liu
Yutong Lin
Zheng Zhang
Han Hu
VLM
73
61
0
25 Jun 2020
Space-Time Correspondence as a Contrastive Random Walk
Space-Time Correspondence as a Contrastive Random Walk
Allan Jabri
Andrew Owens
Alexei A. Efros
SSLOT
146
304
0
25 Jun 2020
Labelling unlabelled videos from scratch with multi-modal
  self-supervision
Labelling unlabelled videos from scratch with multi-modal self-supervision
Yuki M. Asano
Mandela Patrick
Christian Rupprecht
Andrea Vedaldi
SSL
126
152
0
24 Jun 2020
Weak Supervision and Referring Attention for Temporal-Textual
  Association Learning
Weak Supervision and Referring Attention for Temporal-Textual Association Learning
Zhiyuan Fang
Shu Kong
Zhe Wang
Charless C. Fowlkes
Yezhou Yang
68
17
0
21 Jun 2020
Unsupervised Image Classification for Deep Representation Learning
Unsupervised Image Classification for Deep Representation Learning
Weijie Chen
Shiliang Pu
Di Xie
Shicai Yang
Yilu Guo
Luojun Lin
SSLVLM
75
14
0
20 Jun 2020
Supervision Accelerates Pre-training in Contrastive Semi-Supervised
  Learning of Visual Representations
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations
Mahmoud Assran
Nicolas Ballas
Lluis Castrejon
Michael G. Rabbat
SSL
31
3
0
18 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning
Online Deep Clustering for Unsupervised Representation Learning
Xiaohang Zhan
Jiahao Xie
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
OOD
112
189
0
18 Jun 2020
Contrastive learning of global and local features for medical image
  segmentation with limited annotations
Contrastive learning of global and local features for medical image segmentation with limited annotations
K. Chaitanya
Ertunc Erdil
Neerav Karani
E. Konukoglu
SSL
95
554
0
18 Jun 2020
Joint Contrastive Learning for Unsupervised Domain Adaptation
Joint Contrastive Learning for Unsupervised Domain Adaptation
Changhwa Park
Jonghyun Lee
Jaeyoon Yoo
Minhoe Hur
Sungroh Yoon
76
37
0
18 Jun 2020
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
J. Qiu
Qibin Chen
Yuxiao Dong
Jing Zhang
Hongxia Yang
Ming Ding
Kuansan Wang
Jie Tang
SSL
257
960
0
17 Jun 2020
Contrastive Learning for Weakly Supervised Phrase Grounding
Contrastive Learning for Weakly Supervised Phrase Grounding
Tanmay Gupta
Arash Vahdat
Gal Chechik
Xiaodong Yang
Jan Kautz
Derek Hoiem
ObjDSSL
168
144
0
17 Jun 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
346
4,109
0
17 Jun 2020
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest
  CT Images
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images
Xiaocong Chen
Lina Yao
Tao Zhou
Jinming Dong
Yu Zhang
79
172
0
16 Jun 2020
Learning Diverse and Discriminative Representations via the Principle of
  Maximal Coding Rate Reduction
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction
Yaodong Yu
Kwan Ho Ryan Chan
Chong You
Chaobing Song
Yi-An Ma
SSL
96
198
0
15 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
215
1,648
0
15 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning
Bootstrap your own latent: A new approach to self-supervised Learning
Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre Harvey Richemond
...
M. G. Azar
Bilal Piot
Koray Kavukcuoglu
Rémi Munos
Michal Valko
SSL
484
6,871
0
13 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action
  Recognition
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition
Ziming Liu
Guangyu Gao
•. A. K. Qin
Jinyang Li
ViT
52
1
0
13 Jun 2020
Adversarial Self-Supervised Contrastive Learning
Adversarial Self-Supervised Contrastive Learning
Minseon Kim
Jihoon Tack
Sung Ju Hwang
SSL
96
251
0
13 Jun 2020
Deep Reinforcement and InfoMax Learning
Deep Reinforcement and InfoMax Learning
Bogdan Mazoure
Rémi Tachet des Combes
T. Doan
Philip Bachman
R. Devon Hjelm
AI4CE
82
109
0
12 Jun 2020
Video Understanding as Machine Translation
Bruno Korbar
Fabio Petroni
Rohit Girdhar
Lorenzo Torresani
SSL
88
29
0
12 Jun 2020
Towards Robust Pattern Recognition: A Review
Towards Robust Pattern Recognition: A Review
Xu-Yao Zhang
Cheng-Lin Liu
C. Suen
OODHAI
69
110
0
12 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking
Quasi-Dense Similarity Learning for Multiple Object Tracking
Jiangmiao Pang
Linlu Qiu
Xia Li
Haofeng Chen
Qi Li
Trevor Darrell
Feng Yu
VOT
195
375
0
11 Jun 2020
What makes instance discrimination good for transfer learning?
What makes instance discrimination good for transfer learning?
Nanxuan Zhao
Zhirong Wu
Rynson W. H. Lau
Stephen Lin
SSL
81
171
0
11 Jun 2020
Self-Supervised Relational Reasoning for Representation Learning
Self-Supervised Relational Reasoning for Representation Learning
Massimiliano Patacchiola
Amos Storkey
OODSSL
80
63
0
10 Jun 2020
Rethinking preventing class-collapsing in metric learning with
  margin-based losses
Rethinking preventing class-collapsing in metric learning with margin-based losses
Elad Levi
Tete Xiao
Xiaolong Wang
Trevor Darrell
38
14
0
09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy
Unsupervised Transfer Learning with Self-Supervised Remedy
Jiabo Huang
S. Gong
SSL
100
2
0
08 Jun 2020
Deep Graph Contrastive Representation Learning
Deep Graph Contrastive Representation Learning
Yanqiao Zhu
Yichen Xu
Feng Yu
Qiang Liu
Shu Wu
Liang Wang
SSL
86
823
0
07 Jun 2020
Multi-view Contrastive Learning for Online Knowledge Distillation
Multi-view Contrastive Learning for Online Knowledge Distillation
Chuanguang Yang
Zhulin An
Yongjun Xu
77
24
0
07 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual
  Representations
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
John Giorgi
Osvald Nitski
Bo Wang
Gary D. Bader
SSL
157
499
0
05 Jun 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive
  Object Re-ID
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
Yixiao Ge
Feng Zhu
Dapeng Chen
Rui Zhao
Hongsheng Li
VLM
117
562
0
04 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information
  Maximization and Contrastive Learning
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning
Aditya Sanghi
3DPCSSL
70
103
0
04 Jun 2020
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