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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
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling
Computers in Biology and Medicine (Comput Biol Med), 2022
Guang Li
Ren Togo
Takahiro Ogawa
Miki Haseyama
SSL
166
11
0
19 Dec 2022
COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
Guang Li
Ren Togo
Takahiro Ogawa
Miki Haseyama
SSL
161
26
0
19 Dec 2022
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2022
Alex Tamkin
Margalit Glasgow
Xiluo He
Noah D. Goodman
SSL
300
10
0
16 Dec 2022
ALSO: Automotive Lidar Self-supervision by Occupancy estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Alexandre Boulch
Corentin Sautier
Bjoern Michele
Gilles Puy
Renaud Marlet
SSL
3DPC
395
77
0
12 Dec 2022
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
Computer Vision and Pattern Recognition (CVPR), 2022
Mingu Kang
Heon Song
Seonwook Park
Donggeun Yoo
Sérgio Pereira
237
197
0
09 Dec 2022
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples
Jiawei Zhu
Mei Hong
R. Du
Haifeng Li
193
3
0
08 Dec 2022
Teaching Matters: Investigating the Role of Supervision in Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Matthew Walmer
Saksham Suri
Kamal Gupta
Abhinav Shrivastava
377
39
0
07 Dec 2022
Giga-SSL: Self-Supervised Learning for Gigapixel Images
Tristan Lazard
Marvin Lerousseau
Etienne Decencière
Thomas Walter
187
26
0
06 Dec 2022
MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qianwen Meng
Hangwei Qian
Yong Liu
Li-zhen Cui
Yonghui Xu
Zhiqi Shen
AI4TS
355
50
0
02 Dec 2022
Task Discovery: Finding the Tasks that Neural Networks Generalize on
Neural Information Processing Systems (NeurIPS), 2022
Andrei Atanov
Andrei Filatov
Teresa Yeo
Ajay Sohmshetty
Amir Zamir
OOD
378
11
0
01 Dec 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images
Neural Networks (NN), 2022
Wei Chen
Chen Li
Dan Chen
Xin Luo
MedIm
SSL
185
16
0
27 Nov 2022
A Theoretical Study of Inductive Biases in Contrastive Learning
International Conference on Learning Representations (ICLR), 2022
Jeff Z. HaoChen
Tengyu Ma
UQCV
SSL
232
41
0
27 Nov 2022
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Pritam Sarkar
Ali Etemad
383
38
0
25 Nov 2022
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment
British Machine Vision Conference (BMVC), 2022
Yuchen Ma
Yanbei Chen
Zeynep Akata
126
9
0
23 Nov 2022
Reason from Context with Self-supervised Learning
Xinyu Liu
Ankur Sikarwar
Gabriel Kreiman
Zenglin Shi
Mengmi Zhang
ReLM
LRM
253
1
0
23 Nov 2022
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
Neural Information Processing Systems (NeurIPS), 2022
Peng Jin
Jinfa Huang
Fenglin Liu
Xian Wu
Shen Ge
Guoli Song
David Clifton
Jing Chen
VLM
300
85
0
21 Nov 2022
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ahmed Ben Saad
Kristina Prokopetc
J. Kherroubi
Axel Davy
Adrien Courtois
Gabriele Facciolo
SSL
MDE
193
2
0
18 Nov 2022
Fair contrastive pre-training for geographic image segmentation
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Miaohui Zhang
R. Chunara
147
2
0
16 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning
Saba Dadsetan
Mohsen Hejrati
Shandong Wu
Somaye Hashemifar
OOD
237
0
0
15 Nov 2022
What Images are More Memorable to Machines?
Junlin Han
Huangying Zhan
Jie Hong
Pengfei Fang
Hongdong Li
L. Petersson
Ian Reid
174
5
0
14 Nov 2022
Learning from partially labeled data for multi-organ and tumor segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yutong Xie
Jianpeng Zhang
Yong-quan Xia
Chunhua Shen
MedIm
ViT
187
37
0
13 Nov 2022
Extending Temporal Data Augmentation for Video Action Recognition
Image and Vision Computing New Zealand (IVCNZ), 2022
Artjoms Gorpincenko
Michal Mackiewicz
ViT
259
6
0
09 Nov 2022
Contrastive Learning for Diverse Disentangled Foreground Generation
European Conference on Computer Vision (ECCV), 2022
Yuheng Li
Yijun Li
Jingwan Lu
Eli Shechtman
Yong Jae Lee
Krishna Kumar Singh
191
8
0
04 Nov 2022
EquiMod: An Equivariance Module to Improve Self-Supervised Learning
International Conference on Learning Representations (ICLR), 2022
Alexandre Devillers
Mathieu Lefort
SSL
242
21
0
02 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Yifei Zhang
Chang-rui Liu
Can Ma
Weiping Wang
QiXiang Ye
Xiangyang Ji
SSL
ISeg
BDL
197
10
0
02 Nov 2022
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach
Neural Information Processing Systems (NeurIPS), 2022
Kaiwen Yang
Yanchao Sun
Jiahao Su
Fengxiang He
Xinmei Tian
Furong Huang
Wanrong Zhu
Dacheng Tao
192
13
0
02 Nov 2022
Pixel-Wise Contrastive Distillation
IEEE International Conference on Computer Vision (ICCV), 2022
Junqiang Huang
Zichao Guo
475
6
0
01 Nov 2022
Self-Supervised Hierarchical Metrical Structure Modeling
Junyan Jiang
Gus Xia
174
3
0
31 Oct 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning
Xiaochen Zheng
SSL
109
2
0
29 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis
Asian Conference on Computer Vision (ACCV), 2022
Bach Tran
Binh-Son Hua
Anh Tran
Minh Hoai
3DPC
286
12
0
28 Oct 2022
Federated Learning with Intermediate Representation Regularization
International Conference on Big Data and Smart Computing (ICBDSC), 2022
Ye Lin Tun
Chu Myaet Thwal
Yu Min Park
Seong-Bae Park
Choong Seon Hong
FedML
195
8
0
28 Oct 2022
Conversation Disentanglement with Bi-Level Contrastive Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chengyu Huang
Zheng Zhang
Hao Fei
Lizi Liao
DRL
153
8
0
27 Oct 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision
Rodrigo Benenson
V. Ferrari
VLM
227
25
0
25 Oct 2022
Contrastive Representation Learning for Gaze Estimation
Swati Jindal
Roberto Manduchi
179
21
0
24 Oct 2022
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices
Q2S and Security for Wireless and Mobile Networks (QSWMN), 2022
Oshan Jayawardena
Fariza Rashid
Suranga Seneviratne
114
1
0
24 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future
Guo-Jun Qi
M. Shah
SSL
150
8
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23 Oct 2022
i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable?
Kevin Zhang
Zhiqiang Shen
112
10
0
20 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation
British Machine Vision Conference (BMVC), 2022
Shentong Mo
Zhun Sun
Chao Li
115
11
0
18 Oct 2022
How to Boost Face Recognition with StyleGAN?
IEEE International Conference on Computer Vision (ICCV), 2022
Artem Sevastopolsky
Yury Malkov
Nikita Durasov
L. Verdoliva
Matthias Nießner
PICV
226
16
0
18 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations
European Conference on Computer Vision (ECCV), 2022
Sravanti Addepalli
Kaushal Bhogale
Priyam Dey
R. Venkatesh Babu
SSL
100
9
0
18 Oct 2022
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification
Prakash Chandra Chhipa
Richa Upadhyay
Rajkumar Saini
Lars Lindqvist
R. Nordenskjöld
Seiichi Uchida
Marcus Liwicki
MDE
99
5
0
18 Oct 2022
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
Neural Information Processing Systems (NeurIPS), 2022
Qishi Dong
Muhammad Awais
Fengwei Zhou
Chuanlong Xie
Tianyang Hu
Yongxin Yang
Sung-Ho Bae
Zhenguo Li
OODD
VLM
205
15
0
17 Oct 2022
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations
Jong Hak Moon
Wonjae Kim
Edward Choi
199
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0
17 Oct 2022
Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation
Ho Hin Lee
Yucheng Tang
Han Liu
Yubo Fan
L. Cai
Qi Yang
Xin Yu
Shunxing Bao
Yuankai Huo
Bennett A. Landman
208
1
0
16 Oct 2022
Novel 3D Scene Understanding Applications From Recurrence in a Single Image
Shimian Zhang
Skanda Bharadwaj
Keaton Kraiger
Yashasvi Asthana
Kuanqi Cai
R. Collins
Yanxi Liu
316
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0
14 Oct 2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning
International Conference on Learning Representations (ICLR), 2022
Mahmoud Assran
Randall Balestriero
Quentin Duval
Florian Bordes
Ishan Misra
Piotr Bojanowski
Pascal Vincent
Michael G. Rabbat
Nicolas Ballas
SSL
208
62
0
13 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation
Zhenyu Lu
VLM
SSL
111
2
0
06 Oct 2022
RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank
International Conference on Machine Learning (ICML), 2022
Q. Garrido
Randall Balestriero
Laurent Najman
Yann LeCun
SSL
276
111
0
05 Oct 2022
VICRegL: Self-Supervised Learning of Local Visual Features
Neural Information Processing Systems (NeurIPS), 2022
Adrien Bardes
Jean Ponce
Yann LeCun
SSL
239
153
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04 Oct 2022
Green Learning: Introduction, Examples and Outlook
Journal of Visual Communication and Image Representation (JVCIR), 2022
C.-C. Jay Kuo
A. Madni
255
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03 Oct 2022
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