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Unsupervised Learning of Visual Representations by Solving Jigsaw
  Puzzles
v1v2v3 (latest)

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016
M. Noroozi
Paolo Favaro
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

50 / 1,791 papers shown
Exploring Open-Vocabulary Semantic Segmentation without Human Labels
Exploring Open-Vocabulary Semantic Segmentation without Human Labels
Jun Chen
Deyao Zhu
Guocheng Qian
Guohao Li
Zhicheng Yan
Chenchen Zhu
Fanyi Xiao
Mohamed Elhoseiny
Sean Culatana
VLM
221
12
0
01 Jun 2023
SSL-CPCD: Self-supervised learning with composite pretext-class
  discrimination for improved generalisability in endoscopic image analysis
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysisIEEE Transactions on Medical Imaging (TMI), 2023
Ziang Xu
J. Rittscher
Sharib Ali
311
11
0
31 May 2023
Additional Positive Enables Better Representation Learning for Medical
  Images
Additional Positive Enables Better Representation Learning for Medical ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Dewen Zeng
Yawen Wu
Xinrong Hu
Xiaowei Xu
Jingtong Hu
Yiyu Shi
SSL
182
2
0
31 May 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector
Augmentation-aware Self-supervised Learning with Conditioned ProjectorKnowledge-Based Systems (KBS), 2023
Marcin Przewike'zlikowski
Mateusz Pyla
Bartosz Zieliñski
Bartlomiej Twardowski
Jacek Tabor
Marek Śmieja
SSL
308
5
0
31 May 2023
A Computational Account Of Self-Supervised Visual Learning From
  Egocentric Object Play
A Computational Account Of Self-Supervised Visual Learning From Egocentric Object PlayAnnual Meeting of the Cognitive Science Society (CogSci), 2023
Deepayan Sanyal
Joel Michelson
Yu’an Yang
James Ainooson
M. Kunda
SSLOCL
130
4
0
30 May 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2023
Yu Wang
Pengchong Qiao
Chang-rui Liu
Guoli Song
Xiawu Zheng
Jie Chen
OODD
400
12
0
29 May 2023
SR-OOD: Out-of-Distribution Detection via Sample Repairing
SR-OOD: Out-of-Distribution Detection via Sample Repairing
Ruiyong Sun
Andi Zhang
Haiming Zhang
Jinke Ren
Yao Zhu
Ruimao Zhang
Shuguang Cui
Zhen Li
OODD
245
2
0
26 May 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised
  Attention Multiple Instance Learning
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance LearningMachine Learning in Health Care (MLHC), 2023
Zhe Huang
B. Wessler
M. C. Hughes
502
8
0
25 May 2023
Anomaly Detection with Conditioned Denoising Diffusion Models
Anomaly Detection with Conditioned Denoising Diffusion ModelsGerman Conference on Pattern Recognition (GCPR), 2023
Arian Mousakhan
Thomas Brox
Jawad Tayyub
DiffM
306
95
0
25 May 2023
Siamese Masked Autoencoders
Siamese Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2023
Agrim Gupta
Jiajun Wu
Gaowen Liu
Li Fei-Fei
154
82
0
23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative
  and Discriminative Training
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
Utku Ozbulak
Hyun Jung Lee
Beril Boga
Esla Timothy Anzaku
Ho-min Park
Arnout Van Messem
W. D. Neve
J. Vankerschaver
DiffM
267
50
0
23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations
EnSiam: Self-Supervised Learning With Ensemble Representations
Kai Han
Minsik Lee
SSL
265
0
0
22 May 2023
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual
  Representations
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations
Toni Albert
Bjoern M. Eskofier
Dario Zanca
SSL
140
1
0
21 May 2023
Global and Local Mixture Consistency Cumulative Learning for Long-tailed
  Visual Recognitions
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual RecognitionsComputer Vision and Pattern Recognition (CVPR), 2023
Fei Du
Peng Yang
Qi Jia
Fengtao Nan
Xiaoting Chen
Yun Yang
158
78
0
15 May 2023
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health
  Management: A Survey and Roadmaps
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and RoadmapsReliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2023
Yanfang Li
Huan Wang
Muxia Sun
LM&MAAI4TSAI4CE
392
99
0
10 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change
  detection
DC3DCD: unsupervised learning for multiclass 3D point cloud change detectionIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023
Iris de Gélis
Sébastien Lefèvre
Thomas Corpetti
3DPC
253
9
0
09 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues
MSVQ: Self-Supervised Learning with Multiple Sample Views and QueuesKnowledge-Based Systems (KBS), 2023
Chengwei Peng
Xianzhong Long
Yun Li
SSL
249
3
0
09 May 2023
Self-Supervised Learning for Point Clouds Data: A Survey
Self-Supervised Learning for Point Clouds Data: A SurveyExpert systems with applications (ESWA), 2023
Changyu Zeng
Wei Wang
A. Nguyen
Yutao Yue
3DPC
227
0
0
09 May 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign
  Language Understanding
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hezhen Hu
Weichao Zhao
Wen-gang Zhou
Houqiang Li
ViT
263
122
0
08 May 2023
On the Effectiveness of Equivariant Regularization for Robust Online
  Continual Learning
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning
Lorenzo Bonicelli
Matteo Boschini
Emanuele Frascaroli
Angelo Porrello
M. Pennisi
Giovanni Bellitto
S. Palazzo
C. Spampinato
Simone Calderara
CLL
189
4
0
05 May 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition
A vector quantized masked autoencoder for audiovisual speech emotion recognitionComputer Vision and Image Understanding (CVIU), 2023
Samir Sadok
Simon Leglaive
Renaud Séguier
SSL
508
12
0
05 May 2023
Discovering the Effectiveness of Pre-Training in a Large-scale
  Car-sharing Platform
Discovering the Effectiveness of Pre-Training in a Large-scale Car-sharing Platform
Kyungchul Park
Hyun-Kyo Chung
124
0
0
02 May 2023
Cross-Shaped Windows Transformer with Self-supervised Pretraining for
  Clinically Significant Prostate Cancer Detection in Bi-parametric MRI
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRIMedical Physics (Lancaster) (Med. Phys.), 2023
Yuheng Li
Jacob F. Wynne
Jing Wang
Richard L. J. Qiu
J. Roper
...
A. Jani
Tian Liu
P. Patel
H. Mao
Xiaofeng Yang
OODViTMedIm
209
14
0
30 Apr 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning
PVP: Pre-trained Visual Parameter-Efficient Tuning
Zhao Song
Ke Yang
Naiyang Guan
Junjie Zhu
Peng Qiao
Qingyong Hu
VPVLMVLM
188
3
0
26 Apr 2023
Tissue Classification During Needle Insertion Using Self-Supervised
  Contrastive Learning and Optical Coherence Tomography
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence TomographyAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023
Debayan Bhattacharya
S. Latus
F. Behrendt
Florin Thimm
D. Eggert
C. Betz
Alexander Schlaefer
83
0
0
26 Apr 2023
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders
Img2Vec: A Teacher of High Token-Diversity Helps Masked AutoEncoders
Heng Pan
Chenyang Liu
Wenxiao Wang
Liejie Yuan
Hongfa Wang
Zhifeng Li
Wen Liu
VLM
142
3
0
25 Apr 2023
A Cookbook of Self-Supervised Learning
A Cookbook of Self-Supervised Learning
Randall Balestriero
Mark Ibrahim
Vlad Sobal
Ari S. Morcos
Shashank Shekhar
...
Pierre Fernandez
Amir Bar
Hamed Pirsiavash
Yann LeCun
Micah Goldblum
SyDaFedMLSSL
456
366
0
24 Apr 2023
eTag: Class-Incremental Learning with Embedding Distillation and
  Task-Oriented Generation
eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation
Libo Huang
Yan Zeng
Chuanguang Yang
Zhulin An
Boyu Diao
Yongjun Xu
CLL
190
3
0
20 Apr 2023
Shuffle & Divide: Contrastive Learning for Long Text
Shuffle & Divide: Contrastive Learning for Long TextInternational Conference on Pattern Recognition (ICPR), 2022
Joonseok Lee
Seongho Joe
Kyoungwon Park
Bogun Kim
Ho. Kang
Jaeseon Park
Youngjune Gwon
117
2
0
19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive
  Self-Supervision and Prototype-Based Semi-Supervision
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-SupervisionInternational Conference on Pattern Recognition (ICPR), 2022
Seongho Joe
Byoungjip Kim
Ho. Kang
Kyoungwon Park
Bogun Kim
Jaeseon Park
Joonseok Lee
Youngjune Gwon
SSL
167
3
0
19 Apr 2023
Hyperbolic Image-Text Representations
Hyperbolic Image-Text RepresentationsInternational Conference on Machine Learning (ICML), 2023
Karan Desai
Maximilian Nickel
Tanmay Rajpurohit
Justin Johnson
Ramakrishna Vedantam
VLM
426
105
0
18 Apr 2023
Self-Supervised Learning from Non-Object Centric Images with a Geometric
  Transformation Sensitive Architecture
Self-Supervised Learning from Non-Object Centric Images with a Geometric Transformation Sensitive Architecture
Taeho Kim
Jong-Min Lee
414
0
0
17 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision
DINOv2: Learning Robust Visual Features without Supervision
Maxime Oquab
Timothée Darcet
Théo Moutakanni
Huy Q. Vo
Marc Szafraniec
...
Edouard Grave
Julien Mairal
Patrick Labatut
Armand Joulin
Piotr Bojanowski
VLMCLIPSSL
1.1K
6,130
0
14 Apr 2023
Unicom: Universal and Compact Representation Learning for Image
  Retrieval
Unicom: Universal and Compact Representation Learning for Image RetrievalInternational Conference on Learning Representations (ICLR), 2023
Xiang An
Jiankang Deng
Kaicheng Yang
Jaiwei Li
Ziyong Feng
Jia Guo
Jing Yang
Tongliang Liu
VLMSSL
235
46
0
12 Apr 2023
Looking Similar, Sounding Different: Leveraging Counterfactual
  Cross-Modal Pairs for Audiovisual Representation Learning
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023
Nikhil Singh
Chih-Wei Wu
Iroro Orife
Mahdi M. Kalayeh
400
3
0
12 Apr 2023
A surprisingly simple technique to control the pretraining bias for
  better transfer: Expand or Narrow your representation
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation
Florian Bordes
Samuel Lavoie
Randall Balestriero
Nicolas Ballas
Pascal Vincent
SSL
211
5
0
11 Apr 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch
Shengbang Tong
Yubei Chen
Yi Ma
Yann LeCun
211
29
0
08 Apr 2023
Localized Region Contrast for Enhancing Self-Supervised Learning in
  Medical Image Segmentation
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Xiangyi Yan
Junayed Naushad
Chenyu You
Hao Tang
Shanlin Sun
Kun Han
Haoyu Ma
James Duncan
Xiaohui Xie
SSL
168
7
0
06 Apr 2023
Self-Supervised Video Similarity Learning
Self-Supervised Video Similarity Learning
Giorgos Kordopatis-Zilos
Giorgos Tolias
Christos Tzelepis
I. Kompatsiaris
Ioannis Patras
Symeon Papadopoulos
SSL
236
15
0
06 Apr 2023
Diffusion Models as Masked Autoencoders
Diffusion Models as Masked AutoencodersIEEE International Conference on Computer Vision (ICCV), 2023
Chen Wei
K. Mangalam
Po-Yao (Bernie) Huang
Yanghao Li
Haoqi Fan
Hu Xu
Huiyu Wang
Cihang Xie
Alan Yuille
Christoph Feichtenhofer
DiffMSyDa
205
75
0
06 Apr 2023
Exploring the Utility of Self-Supervised Pretraining Strategies for the
  Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
Blake Vanberlo
Brian Li
Alexander Wong
Jesse Hoey
R. Arntfield
144
4
0
05 Apr 2023
Self-Supervised Siamese Autoencoders
Self-Supervised Siamese AutoencodersInternational Symposium on Intelligent Data Analysis (IDA), 2023
Friederike Baier
Sebastian Mair
Samuel G. Fadel
SSL
195
5
0
05 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised
  Learning
Defending Against Patch-based Backdoor Attacks on Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2023
Ajinkya Tejankar
Maziar Sanjabi
Qifan Wang
Sinong Wang
Hamed Firooz
Hamed Pirsiavash
L Tan
AAML
210
27
0
04 Apr 2023
Self-Supervised learning for Neural Architecture Search (NAS)
Self-Supervised learning for Neural Architecture Search (NAS)
Samuel Ducros
SSL
126
1
0
03 Apr 2023
Vision-Language Models for Vision Tasks: A Survey
Vision-Language Models for Vision Tasks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jingyi Zhang
Jiaxing Huang
Sheng Jin
Shijian Lu
VLM
501
1,044
0
03 Apr 2023
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised
  Learning of Actions
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of ActionsComputer Vision and Pattern Recognition (CVPR), 2023
Anshul B. Shah
A. Roy
Ketul Shah
Shlok Kumar Mishra
David W. Jacobs
A. Cherian
Ramalingam Chellappa
SSL
233
39
0
01 Apr 2023
Self-Supervised Multimodal Learning: A Survey
Self-Supervised Multimodal Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yongshuo Zong
Oisin Mac Aodha
Timothy M. Hospedales
SSL
344
94
0
31 Mar 2023
Automatic Detection of Out-of-body Frames in Surgical Videos for Privacy
  Protection Using Self-supervised Learning and Minimal Labels
Automatic Detection of Out-of-body Frames in Surgical Videos for Privacy Protection Using Self-supervised Learning and Minimal Labels
Ziheng Wang
Conor Perreault
Xi Liu
A. Jarc
89
2
0
31 Mar 2023
INoD: Injected Noise Discriminator for Self-Supervised Representation
  Learning in Agricultural Fields
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural FieldsIEEE Robotics and Automation Letters (RA-L), 2023
Julia Hindel
Nikhil Gosala
Kevin Bregler
Abhinav Valada
280
11
0
31 Mar 2023
Anatomically aware dual-hop learning for pulmonary embolism detection in
  CT pulmonary angiograms
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms
Florin Condrea
S. Rapaka
Lucian Itu
Puneet Sharma
J. Sperl
Mohamed Ali
Marius Leordeanu
153
9
0
30 Mar 2023
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