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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
ISD: Self-Supervised Learning by Iterative Similarity Distillation
IEEE International Conference on Computer Vision (ICCV), 2020
Ajinkya Tejankar
Soroush Abbasi Koohpayegani
Vipin Pillai
Paolo Favaro
Hamed Pirsiavash
SSL
314
47
0
16 Dec 2020
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts
Computer Vision and Pattern Recognition (CVPR), 2020
Ji Hou
Benjamin Graham
Matthias Nießner
Saining Xie
3DPC
381
308
0
16 Dec 2020
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification
Computer Vision and Pattern Recognition (CVPR), 2020
Hao Chen
Yaohui Wang
Benoit Lagadec
A. Dantcheva
Francois Bremond
GAN
SSL
238
165
0
16 Dec 2020
Understanding the Behaviour of Contrastive Loss
Computer Vision and Pattern Recognition (CVPR), 2020
Feng Wang
Huaping Liu
SSL
460
798
0
15 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU
IEEE International Conference on Computer Vision (ICCV), 2020
Shipra Jain
D. Pani
Martin Danelljan
Luc Van Gool
VLM
313
12
0
14 Dec 2020
Learning Category-level Shape Saliency via Deep Implicit Surface Networks
Chaozheng Wu
Lin Sun
Xun Xu
Kui Jia
3DPC
95
0
0
14 Dec 2020
Contrastive Learning for Label-Efficient Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2020
Xiangyu Zhao
Raviteja Vemulapalli
Philip Mansfield
Boqing Gong
Bradley Green
Lior Shapira
Ying Nian Wu
SSL
SSeg
611
197
0
13 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
Computer Vision and Pattern Recognition (CVPR), 2020
Tianlong Chen
Jonathan Frankle
Shiyu Chang
Sijia Liu
Yang Zhang
Michael Carbin
Zinan Lin
271
134
0
12 Dec 2020
A Comprehensive Study of Deep Video Action Recognition
Yi Zhu
Xinyu Li
Chunhui Liu
Mohammadreza Zolfaghari
Yuanjun Xiong
Chongruo Wu
Zhi-Li Zhang
Joseph Tighe
R. Manmatha
Mu Li
VLM
AI4TS
280
209
0
11 Dec 2020
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
AAAI Conference on Artificial Intelligence (AAAI), 2020
Li Sun
Ke Yu
Kayhan Batmanghelich
SSL
156
26
0
11 Dec 2020
Are Fewer Labels Possible for Few-shot Learning?
Suichan Li
Dongdong Chen
Yinpeng Chen
Lu Yuan
Guang Dai
Qi Chu
Nenghai Yu
SSL
164
3
0
10 Dec 2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
Ramprasaath R. Selvaraju
Karan Desai
Justin Johnson
Nikhil Naik
SSL
161
84
0
08 Dec 2020
Unsupervised Pre-training for Person Re-identification
Dengpan Fu
Dongdong Chen
Jianmin Bao
Hao Yang
Lu Yuan
Lei Zhang
Houqiang Li
Dong Chen
291
186
0
07 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping
Neural Information Processing Systems (NeurIPS), 2020
Xiao Zhang
Michael Maire
SSL
298
78
0
05 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning
Haohang Xu
Xiaopeng Zhang
Hao Li
Lingxi Xie
H. Xiong
Qi Tian
SSL
193
12
0
04 Dec 2020
Super-Selfish: Self-Supervised Learning on Images with PyTorch
Nicolas Wagner
Anirban Mukhopadhyay
SSL
152
0
0
04 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation
Zhiyong Huang
Kekai Sheng
Weiming Dong
Xing Mei
Chongyang Ma
Feiyue Huang
D. Zhou
Changsheng Xu
223
7
0
04 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images
IEEE Transactions on Medical Imaging (TMI), 2020
K. Yan
Jinzheng Cai
D. Jin
S. Miao
Dazhou Guo
Adam P. Harrison
Youbao Tang
Jing Xiao
Jingjing Lu
Le Lu
MedIm
453
100
0
04 Dec 2020
Multi-Label Contrastive Learning for Abstract Visual Reasoning
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Mikolaj Malkiñski
Jacek Mańdziuk
195
47
0
03 Dec 2020
Towards Good Practices in Self-supervised Representation Learning
Srikar Appalaraju
Yi Zhu
Yusheng Xie
István Fehérvári
SSL
137
21
0
01 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers
Computer Vision and Pattern Recognition (CVPR), 2020
Huiyu Wang
Yukun Zhu
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
ViT
649
591
0
01 Dec 2020
Multi-level Knowledge Distillation via Knowledge Alignment and Correlation
Fei Ding
Yin Yang
Hongxin Hu
Venkat Krovi
Feng Luo
195
6
0
01 Dec 2020
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Han-Jia Ye
Lu Han
De-Chuan Zhan
OffRL
SSL
VLM
187
36
0
30 Nov 2020
Self supervised contrastive learning for digital histopathology
Machine Learning with Applications (MLWA), 2020
Ozan Ciga
Tony Xu
Anne L. Martel
SSL
353
364
0
27 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet
Songtao Liu
Zeming Li
Jian Sun
SSL
ObjD
439
98
0
27 Nov 2020
Generalization in Reinforcement Learning by Soft Data Augmentation
IEEE International Conference on Robotics and Automation (ICRA), 2020
Nicklas Hansen
Xiaolong Wang
OffRL
294
212
0
26 Nov 2020
How Well Do Self-Supervised Models Transfer?
Computer Vision and Pattern Recognition (CVPR), 2020
Linus Ericsson
Henry Gouk
Timothy M. Hospedales
SSL
388
303
0
26 Nov 2020
A Unified Mixture-View Framework for Unsupervised Representation Learning
British Machine Vision Conference (BMVC), 2020
Xiangxiang Chu
Xiaohang Zhan
Bo Zhang
SSL
174
1
0
26 Nov 2020
Can Temporal Information Help with Contrastive Self-Supervised Learning?
Yutong Bai
Haoqi Fan
Ishan Misra
Ganesh Venkatesh
Yongyi Lu
Yuyin Zhou
Qihang Yu
Vikas Chandra
Alan Yuille
196
41
0
25 Nov 2020
Unsupervised Object Detection with LiDAR Clues
Computer Vision and Pattern Recognition (CVPR), 2020
Haofei Tian
Yuntao Chen
Jifeng Dai
Zhaoxiang Zhang
Xizhou Zhu
3DPC
345
33
0
25 Nov 2020
StackMix: A complementary Mix algorithm
John Chen
Samarth Sinha
Anastasios Kyrillidis
140
3
0
25 Nov 2020
Exploring Contrastive Learning in Human Activity Recognition for Healthcare
Chi Ian Tang
I. Perez-Pozuelo
Dimitris Spathis
Cecilia Mascolo
437
138
0
23 Nov 2020
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
IEEE International Conference on Computer Vision (ICCV), 2020
Junnan Li
Caiming Xiong
Guosheng Lin
SSL
283
307
0
23 Nov 2020
Exploring Simple Siamese Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Xinlei Chen
Kaiming He
SSL
708
4,665
0
20 Nov 2020
Dual Contradistinctive Generative Autoencoder
Computer Vision and Pattern Recognition (CVPR), 2020
Gaurav Parmar
Dacheng Li
Kwonjoon Lee
Zhuowen Tu
GAN
262
89
0
19 Nov 2020
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Zhenda Xie
Yutong Lin
Zheng Zhang
Yue Cao
Stephen Lin
Han Hu
SSL
484
447
0
19 Nov 2020
Online Exemplar Fine-Tuning for Image-to-Image Translation
Taewon Kang
Soohyun Kim
Sunwoo Kim
Seungryong Kim
133
3
0
18 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training
Computer Vision and Pattern Recognition (CVPR), 2020
Xinlong Wang
Rufeng Zhang
Chunhua Shen
Tao Kong
Lei Li
SSL
600
766
0
18 Nov 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhigang Dai
Bolun Cai
Yugeng Lin
Junying Chen
ViT
286
28
0
18 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Lihao Liu
Angelica I Aviles-Rivero
Carola-Bibiane Schönlieb
194
49
0
17 Nov 2020
Can Semantic Labels Assist Self-Supervised Visual Representation Learning?
AAAI Conference on Artificial Intelligence (AAAI), 2020
Longhui Wei
Lingxi Xie
Jianzhong He
Jianlong Chang
Xiaopeng Zhang
Wen-gang Zhou
Houqiang Li
Qi Tian
SSL
106
27
0
17 Nov 2020
Self-supervised Document Clustering Based on BERT with Data Augment
Haoxiang Shi
Cen Wang
SSL
214
10
0
17 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Computer Vision and Pattern Recognition (CVPR), 2020
Q. Hu
Tianlin Li
Wei Hu
Guo-Jun Qi
SSL
304
164
0
17 Nov 2020
On the Marginal Benefit of Active Learning: Does Self-Supervision Eat Its Cake?
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yao-Chun Chan
Mingchen Li
Samet Oymak
SSL
154
28
0
16 Nov 2020
Unsupervised Contrastive Learning of Sound Event Representations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Eduardo Fonseca
Diego Ortego
Kevin McGuinness
Noel E. O'Connor
Xavier Serra
SSL
162
70
0
15 Nov 2020
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition
IEEE transactions on multimedia (TMM), 2020
Shihao Xu
Haocong Rao
Xiping Hu
Bin Hu
SSL
202
62
0
14 Nov 2020
Bi-tuning of Pre-trained Representations
Jincheng Zhong
Ximei Wang
Zhi Kou
Jianmin Wang
Mingsheng Long
109
21
0
12 Nov 2020
Self-supervised Segmentation via Background Inpainting
Isinsu Katircioglu
Helge Rhodin
Victor Constantin
Jorg Sporri
Mathieu Salzmann
Pascal Fua
123
8
0
11 Nov 2020
Unsupervised Learning of Dense Visual Representations
Pedro H. O. Pinheiro
Amjad Almahairi
Ryan Y. Benmalek
Florian Golemo
Aaron Courville
SSL
MDE
261
211
0
11 Nov 2020
Towards Domain-Agnostic Contrastive Learning
Vikas Verma
Minh-Thang Luong
Kenji Kawaguchi
Hieu H. Pham
Quoc V. Le
SSL
281
128
0
09 Nov 2020
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