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1912.01991
Cited By
Self-Supervised Learning of Pretext-Invariant Representations
Computer Vision and Pattern Recognition (CVPR), 2019
4 December 2019
Ishan Misra
Laurens van der Maaten
SSL
VLM
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Papers citing
"Self-Supervised Learning of Pretext-Invariant Representations"
50 / 922 papers shown
MaCLR: Motion-aware Contrastive Learning of Representations for Videos
European Conference on Computer Vision (ECCV), 2021
Fanyi Xiao
Joseph Tighe
Davide Modolo
SSL
193
19
0
17 Jun 2021
Joining datasets via data augmentation in the label space for neural networks
Jake Zhao
Mingfeng Ou
Linji Xue
Yunkai Cui
Sai Wu
Gang Chen
82
3
0
17 Jun 2021
Deep Contrastive Graph Representation via Adaptive Homotopy Learning
Rui Zhang
Chen Lu
Ziheng Jiao
Xuelong Li
162
6
0
17 Jun 2021
Positional Contrastive Learning for Volumetric Medical Image Segmentation
Dewen Zeng
Yawen Wu
Xinrong Hu
Xiaowei Xu
Haiyun Yuan
Meiping Huang
Zhuang Jian
Jingtong Hu
Yiyu Shi
289
104
0
16 Jun 2021
Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows
Mahdi M. Kalayeh
Nagendra Kamath
Lingyi Liu
Ashok Chandrashekar
SSL
102
3
0
16 Jun 2021
Partial success in closing the gap between human and machine vision
Neural Information Processing Systems (NeurIPS), 2021
Robert Geirhos
Kantharaju Narayanappa
Benjamin Mitzkus
Tizian Thieringer
Matthias Bethge
Felix Wichmann
Wieland Brendel
VLM
AAML
325
267
0
14 Jun 2021
Hybrid Generative-Contrastive Representation Learning
Saehoon Kim
Sungwoong Kim
Juho Lee
SSL
142
11
0
11 Jun 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations
Neural Information Processing Systems (NeurIPS), 2021
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
SSL
352
74
0
10 Jun 2021
Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement
Computer Vision and Pattern Recognition (CVPR), 2021
Zefan Li
Chenxi Liu
Alan Yuille
Bingbing Ni
Wenjun Zhang
Wen Gao
SSL
137
5
0
10 Jun 2021
Neighborhood Contrastive Learning Applied to Online Patient Monitoring
International Conference on Machine Learning (ICML), 2021
Hugo Yèche
Gideon Dresdner
Francesco Locatello
Matthias Huser
Gunnar Rätsch
204
57
0
09 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Amir Bar
Xin Wang
Vadim Kantorov
Colorado Reed
Roei Herzig
Gal Chechik
Anna Rohrbach
Trevor Darrell
Amir Globerson
ViT
470
133
0
08 Jun 2021
Exploration and preference satisfaction trade-off in reward-free learning
Noor Sajid
P. Tigas
Alexey Zakharov
Zafeirios Fountas
Karl J. Friston
317
24
0
08 Jun 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss
Neural Information Processing Systems (NeurIPS), 2021
Jeff Z. HaoChen
Colin Wei
Adrien Gaidon
Tengyu Ma
SSL
630
369
0
08 Jun 2021
Efficient Training of Visual Transformers with Small Datasets
Neural Information Processing Systems (NeurIPS), 2021
Yahui Liu
E. Sangineto
Wei Bi
Andrii Zadaianchuk
Bruno Lepri
Marco De Nadai
ViT
180
215
0
07 Jun 2021
Incremental False Negative Detection for Contrastive Learning
International Conference on Learning Representations (ICLR), 2021
Tsai-Shien Chen
Wei-Chih Hung
Hung-Yu Tseng
Shao-Yi Chien
Ming-Hsuan Yang
SSL
CLL
371
74
0
07 Jun 2021
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review
Ran Liu
SSL
139
12
0
06 Jun 2021
Large-scale Unsupervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shangqi Gao
Zhong-Yu Li
Ming-Hsuan Yang
Mingg-Ming Cheng
Junwei Han
Juil Sock
UQCV
372
118
0
06 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
Ling Shao
CML
436
146
0
05 Jun 2021
Generalized Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Yu Mitsuzumi
Go Irie
Daiki Ikami
Takashi Shibata
OOD
177
23
0
03 Jun 2021
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation
IEEE journal of biomedical and health informatics (JBHI), 2021
Ho Hin Lee
Yucheng Tang
Qi Yang
Xin Yu
Shunxing Bao
L. Cai
Lucas W. Remedios
Bennett A. Landman
Yuankai Huo
205
9
0
03 Jun 2021
NewsEmbed: Modeling News through Pre-trained Document Representations
Knowledge Discovery and Data Mining (KDD), 2021
Jialu Liu
Tianqi Liu
Cong Yu
VLM
304
12
0
01 Jun 2021
Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task
Pattern Recognition (Pattern Recogn.), 2021
Longhui Wei
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
SSL
238
4
0
01 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis
Xuxin Chen
Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
438
809
0
27 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xiao Pan
Mingxuan Wang
Liwei Wu
Lei Li
413
229
0
20 May 2021
Self-Supervised Learning for Fine-Grained Visual Categorization
Muhammad Maaz
H. Rasheed
D. Gaddam
164
2
0
18 May 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data
IEEE International Conference on Computer Vision (ICCV), 2021
Yonglong Tian
Olivier J. Hénaff
Aaron van den Oord
SSL
334
110
0
17 May 2021
Semi-supervised Contrastive Learning with Similarity Co-calibration
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Yuhang Zhang
Xiaopeng Zhang
Robert C. Qiu
Jie Li
Haohang Xu
Qi Tian
SSL
136
75
0
16 May 2021
Mean Shift for Self-Supervised Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Soroush Abbasi Koohpayegani
Ajinkya Tejankar
Hamed Pirsiavash
SSL
264
99
0
15 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Chenyu You
Ruihan Zhao
Lawrence H. Staib
James S. Duncan
SSL
311
129
0
14 May 2021
Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency
IEEE International Conference on Computer Vision (ICCV), 2021
Haiping Wu
Xiaolong Wang
SSL
155
32
0
13 May 2021
Video Corpus Moment Retrieval with Contrastive Learning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Hao Zhang
Aixin Sun
Wei Jing
Guoshun Nan
Liangli Zhen
Qiufeng Wang
Rick Siow Mong Goh
273
102
0
13 May 2021
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning
International Conference on 3D Vision (3DV), 2021
Yang Xiao
Yuming Du
Renaud Marlet
SSL
231
26
0
12 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
International Conference on Learning Representations (ICLR), 2021
Adrien Bardes
Jean Ponce
Yann LeCun
SSL
DML
622
1,111
0
11 May 2021
Contrastive Attraction and Contrastive Repulsion for Representation Learning
Huangjie Zheng
Xu Chen
Jiangchao Yao
Hongxia Yang
Chunyuan Li
Ya Zhang
Hao Zhang
Ivor Tsang
Jingren Zhou
Mingyuan Zhou
SSL
320
13
0
08 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis
International Conference on Learning Representations (ICLR), 2021
Yu Tian
Jian Ren
Menglei Chai
Kyle Olszewski
Xi Peng
Dimitris N. Metaxas
Sergey Tulyakov
VGen
282
204
0
30 Apr 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
IEEE International Conference on Computer Vision (ICCV), 2021
Debidatta Dwibedi
Y. Aytar
Jonathan Tompson
P. Sermanet
Andrew Zisserman
SSL
632
517
0
29 Apr 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
IEEE International Conference on Computer Vision (ICCV), 2021
Mahmoud Assran
Mathilde Caron
Ishan Misra
Piotr Bojanowski
Armand Joulin
Nicolas Ballas
Michael G. Rabbat
SSL
286
166
0
28 Apr 2021
Self-supervised Spatial Reasoning on Multi-View Line Drawings
Computer Vision and Pattern Recognition (CVPR), 2021
Siyuan Xiang
Anbang Yang
Yanfei Xue
Yaoqing Yang
Chen Feng
SSL
3DPC
276
2
0
27 Apr 2021
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos
IEEE International Conference on Computer Vision (ICCV), 2021
Brian Chen
Andrew Rouditchenko
Kevin Duarte
Hilde Kuehne
Samuel Thomas
...
Rogerio Feris
David Harwath
James R. Glass
M. Picheny
Shih-Fu Chang
SSL
444
96
0
26 Apr 2021
Mutual Contrastive Learning for Visual Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Chuanguang Yang
Zhulin An
Linhang Cai
Yongjun Xu
VLM
SSL
434
89
0
26 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning
Weizhe Liu
David Ferstl
S. Schulter
L. Zebedin
Pascal Fua
C. Leistner
260
41
0
22 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data
Siladittya Manna
Saumik Bhattacharya
Umapada Pal
SSL
159
0
0
21 Apr 2021
A Framework using Contrastive Learning for Classification with Noisy Labels
International Conference on Data Technologies and Applications (DATA), 2021
Madalina Ciortan
R. Dupuis
Thomas Peel
VLM
NoLa
152
13
0
19 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Wenxuan Zhou
Fangyu Liu
Muhao Chen
235
112
0
18 Apr 2021
Solving Inefficiency of Self-supervised Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Guangrun Wang
Keze Wang
Guangcong Wang
Juil Sock
Liang Lin
SSL
334
62
0
18 Apr 2021
Exploring Visual Engagement Signals for Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Menglin Jia
Zuxuan Wu
A. Reiter
Claire Cardie
Serge Belongie
Ser-Nam Lim
174
15
0
15 Apr 2021
Contrastive Learning with Stronger Augmentations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Tianlin Li
Guo-Jun Qi
CLL
297
288
0
15 Apr 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort
Computer Vision and Pattern Recognition (CVPR), 2021
Yuxuan Zhang
Huan Ling
Jun Gao
K. Yin
Jean-Francois Lafleche
Adela Barriuso
Antonio Torralba
Sanja Fidler
3DH
GAN
VLM
426
375
0
13 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Daiqing Li
Junlin Yang
Karsten Kreis
Antonio Torralba
Sanja Fidler
GAN
MedIm
318
218
0
12 Apr 2021
Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining
Yueh-Cheng Liu
Yu-Kai Huang
HungYueh Chiang
Hung-Ting Su
Zhe-Yu Liu
Chin-Tang Chen
Ching-Yu Tseng
Winston H. Hsu
3DPC
143
36
0
10 Apr 2021
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