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1805.01978
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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"
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Title
Image Enhanced Rotation Prediction for Self-Supervised Learning
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A Probabilistic approach for Learning Embeddings without Supervision
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Mehrtash Harandi
C. Sekhar
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Cross-Batch Memory for Embedding Learning
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Matthew R. Scott
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ClusterFit: Improving Generalization of Visual Representations
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Ishan Misra
Abhinav Gupta
Deepti Ghadiyaram
D. Mahajan
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06 Dec 2019
Self-Supervised Learning of Video-Induced Visual Invariances
Michael Tschannen
Josip Djolonga
Marvin Ritter
Aravindh Mahendran
Xiaohua Zhai
N. Houlsby
Sylvain Gelly
Mario Lucic
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138
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0
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Self-Supervised Learning of Pretext-Invariant Representations
Ishan Misra
Laurens van der Maaten
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Unsupervised Deep Metric Learning via Auxiliary Rotation Loss
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Bor-Chun Chen
Ser-Nam Lim
SSL
57
19
0
16 Nov 2019
Self-supervised Adversarial Training
Kejiang Chen
Hang Zhou
YueFeng Chen
Xiaofeng Mao
Yuhong Li
Yuan He
Hui Xue
Weiming Zhang
Nenghai Yu
GAN
SSL
132
23
0
15 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross B. Girshick
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272
12,165
0
13 Nov 2019
Self-labelling via simultaneous clustering and representation learning
Yuki M. Asano
Christian Rupprecht
Andrea Vedaldi
SSL
131
778
0
13 Nov 2019
Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification
Kaiwei Zeng
121
257
0
27 Oct 2019
Contrastive Representation Distillation
Yonglong Tian
Dilip Krishnan
Phillip Isola
249
1,057
0
23 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments
Jyh-Jing Hwang
Stella X. Yu
Jianbo Shi
Maxwell D. Collins
Tien-Ju Yang
Xiao Zhang
Liang-Chieh Chen
227
149
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15 Oct 2019
When Does Self-supervision Improve Few-shot Learning?
Jong-Chyi Su
Subhransu Maji
B. Hariharan
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171
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08 Oct 2019
Graph convolutional networks for learning with few clean and many noisy labels
Ahmet Iscen
Giorgos Tolias
Yannis Avrithis
Ondřej Chum
Cordelia Schmid
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0
01 Oct 2019
Energy Clustering for Unsupervised Person Re-identification
Kaiwei Zeng
47
23
0
31 Aug 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding
Mohammad Sabokrou
Mohammad Khalooei
Ehsan Adeli
SSL
128
35
0
27 Aug 2019
Unsupervised Feature Learning in Remote Sensing
Aaron A. Reite
Scott Kangas
Zackery Steck
Steve Goley
Jonathan Von Stroh
Steven Forsyth
SSL
39
3
0
07 Aug 2019
Learning to Adapt Invariance in Memory for Person Re-identification
Zhun Zhong
Liang Zheng
Shaozi Li
Shaozi Li
Yezhou Yang
OOD
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179
0
01 Aug 2019
Adaptive Exploration for Unsupervised Person Re-Identification
Yuhang Ding
Hehe Fan
Mingliang Xu
Yezhou Yang
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99
131
0
09 Jul 2019
Contrastive Multiview Coding
Yonglong Tian
Dilip Krishnan
Phillip Isola
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203
2,416
0
13 Jun 2019
Unsupervised Learning from Video with Deep Neural Embeddings
Chengxu Zhuang
Tianwei She
A. Andonian
Max Sobol Mark
Daniel L. K. Yamins
SSL
84
58
0
28 May 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning
Chengxu Zhuang
Xuehao Ding
Divyanshu Murli
Daniel L. K. Yamins
SSL
51
11
0
28 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding
Olivier J. Hénaff
A. Srinivas
J. Fauw
Ali Razavi
Carl Doersch
S. M. Ali Eslami
Aaron van den Oord
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198
1,437
0
22 May 2019
An Interactive Insight Identification and Annotation Framework for Power Grid Pixel Maps using DenseU-Hierarchical VAE
Tianye Zhang
Hao Feng
Zexian Chen
Can Wang
Yanhao Huang
Yong Tang
Wei Chen
23
1
0
22 May 2019
Unsupervised Detection of Distinctive Regions on 3D Shapes
Xianzhi Li
Lequan Yu
Chi-Wing Fu
Daniel Cohen-Or
Pheng-Ann Heng
3DPC
95
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0
05 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data
Mathilde Caron
Piotr Bojanowski
Julien Mairal
Armand Joulin
SSL
85
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0
03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Priya Goyal
D. Mahajan
Abhinav Gupta
Ishan Misra
SSL
105
397
0
03 May 2019
Unsupervised Deep Learning by Neighbourhood Discovery
Jiabo Huang
Qi Dong
S. Gong
Xiatian Zhu
SSL
113
155
0
25 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering
Jianlong Wu
Keyu Long
Fei Wang
Chao Qian
Cheng Li
Zhouchen Lin
H. Zha
69
161
0
15 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
Mang Ye
Xu-Yao Zhang
PongChi Yuen
Shih-Fu Chang
SSL
104
581
0
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Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
Zhun Zhong
Liang Zheng
Shaozi Li
Shaozi Li
Yi Yang
OOD
124
564
0
03 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings
Chengxu Zhuang
Alex Zhai
Daniel L. K. Yamins
SSL
105
448
0
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Unsupervised Tracklet Person Re-Identification
Minxian Li
Xiatian Zhu
S. Gong
85
172
0
01 Mar 2019
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu
Zhirong Wu
Han Hu
Stephen Lin
84
62
0
20 Dec 2018
Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision
M. Joneidi
Alireza Zaeemzadeh
Nazanin Rahnavard
M. Shah
76
14
0
29 Nov 2018
Unsupervised Meta-Learning For Few-Shot Image Classification
Siavash Khodadadeh
Ladislau Bölöni
M. Shah
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VLM
71
140
0
28 Nov 2018
Improving Generalization via Scalable Neighborhood Component Analysis
Zhirong Wu
Alexei A. Efros
Stella X. Yu
BDL
62
146
0
14 Aug 2018
Image classification and retrieval with random depthwise signed convolutional neural networks
Yunzhe Xue
Usman Roshan
OOD
34
2
0
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Deep Nets: What have they ever done for Vision?
Alan Yuille
Chenxi Liu
224
104
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10 May 2018
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