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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
Towards Improving Robustness Against Common Corruptions in Object
  Detectors Using Adversarial Contrastive Learning
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning
Shashank Kotyan
Danilo Vasconcellos Vargas
AAML
215
0
0
14 Nov 2023
SCL-VI: Self-supervised Context Learning for Visual Inspection of
  Industrial Defects
SCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects
Peng Wang
Haiming Yao
Wenyong Yu
230
7
0
11 Nov 2023
Self-Supervised Learning for Visual Relationship Detection through
  Masked Bounding Box Reconstruction
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction
Zacharias Anastasakis
Dimitrios Mallis
Markos Diomataris
George Alexandridis
Stefanos D. Kollias
Vassilis Pitsikalis
209
3
0
08 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised
  Learning
The Pursuit of Human Labeling: A New Perspective on Unsupervised LearningNeural Information Processing Systems (NeurIPS), 2023
Artyom Gadetsky
Maria Brbić
274
9
0
06 Nov 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning
Xianzhong Long
Chen Peng
Yun Li
SSL
208
0
0
01 Nov 2023
From Denoising Training to Test-Time Adaptation: Enhancing Domain
  Generalization for Medical Image Segmentation
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ruxue Wen
Hangjie Yuan
Dong Ni
Wenbo Xiao
Yaoyao Wu
OOD
220
31
0
31 Oct 2023
Generalized Category Discovery with Clustering Assignment Consistency
Generalized Category Discovery with Clustering Assignment ConsistencyInternational Conference on Neural Information Processing (ICONIP), 2023
Xiangli Yang
Xinglin Pan
Irwin King
Zenglin Xu
156
5
0
30 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised
  Pre-trained Models
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models
Shentong Mo
Zhun Sun
Chao Li
132
2
0
28 Oct 2023
Triplet Attention Transformer for Spatiotemporal Predictive Learning
Triplet Attention Transformer for Spatiotemporal Predictive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Xuesong Nie
Xi Chen
Haoyuan Jin
Zhihang Zhu
Yunfeng Yan
Donglian Qi
ViT
188
15
0
28 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Zijie Song
Zhenzhen Hu
Richang Hong
SSL
415
0
0
27 Oct 2023
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point
  Clouds
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point CloudsInternational Conference on 3D Vision (3DV), 2023
Corentin Sautier
Gilles Puy
Alexandre Boulch
Renaud Marlet
Vincent Lepetit
3DPC
193
23
0
26 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer Data
Proposal-Contrastive Pretraining for Object Detection from Fewer DataInternational Conference on Learning Representations (ICLR), 2023
Quentin Bouniot
Romaric Audigier
Angélique Loesch
Amaury Habrard
ViT
222
4
0
25 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked
  Auto-Encoder
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-EncoderNeural Information Processing Systems (NeurIPS), 2023
Huiwon Jang
Jihoon Tack
Daewon Choi
Jongheon Jeong
Jinwoo Shin
212
6
0
25 Oct 2023
I$^2$MD: 3D Action Representation Learning with Inter- and Intra-modal
  Mutual Distillation
I2^22MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation
Yunyao Mao
Jiajun Deng
Wen-gang Zhou
Zhenbo Lu
Wanli Ouyang
Houqiang Li
VLM
261
0
0
24 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via
  Occlusion-Invariant Features
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant FeaturesIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Huayu Li
Ana S. Carreon-Rascon
Xiwen Chen
Geng Yuan
Ao Li
AI4TS
192
11
0
19 Oct 2023
Unsupervised Learning of Object-Centric Embeddings for Cell Instance
  Segmentation in Microscopy Images
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy ImagesIEEE International Conference on Computer Vision (ICCV), 2023
Steffen Wolf
Manan Lalit
Henry Westmacott
Katie McDole
Jan Funke
OCL
216
12
0
12 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning
A Recent Survey of Heterogeneous Transfer Learning
Runxue Bao
Yiming Sun
Yuhe Gao
Yongfeng Zhang
Qiang Yang
Zhi-Hong Mao
Ye Ye
362
9
0
12 Oct 2023
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction
  Tasks of Security Inspection X-ray Images
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray ImagesInternational Symposium on Telecommunications (IST), 2023
Shervin Halat
Mohammad Rahmati
Ehsan Nazerfard
367
0
0
12 Oct 2023
Incorporating Domain Knowledge Graph into Multimodal Movie Genre
  Classification with Self-Supervised Attention and Contrastive Learning
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningACM Multimedia (ACM MM), 2023
Jiaqi Li
Guilin Qi
Chuanyi Zhang
Yongrui Chen
Yiming Tan
Chenlong Xia
Ye Tian
207
6
0
12 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of
  Parameters
Domain Generalization Guided by Gradient Signal to Noise Ratio of ParametersIEEE International Conference on Computer Vision (ICCV), 2023
Mateusz Michalkiewicz
M. Faraki
Xiang Yu
Manmohan Chandraker
Mahsa Baktash
292
7
0
11 Oct 2023
Self-Supervised Representation Learning for Online Handwriting Text
  Classification
Self-Supervised Representation Learning for Online Handwriting Text Classification
Pouya Mehralian
Bagher Babaali
Ashena Gorgan Mohammadi
SSL
186
2
0
10 Oct 2023
Data efficient deep learning for medical image analysis: A survey
Data efficient deep learning for medical image analysis: A survey
Suruchi Kumari
Pravendra Singh
289
21
0
10 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning
Enhancing Representations through Heterogeneous Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhongyu Li
Bo-Wen Yin
Yongxiang Liu
Tianpeng Liu
Ming-Ming Cheng
SSL
362
3
0
08 Oct 2023
Diffusion Models as Masked Audio-Video Learners
Diffusion Models as Masked Audio-Video Learners
Elvis Nunez
Yanzi Jin
Mohammad Rastegari
Sachin Mehta
Maxwell Horton
172
2
0
05 Oct 2023
OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable
  Evasion Attacks
OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks
Ofir Bar Tal
Adi Haviv
Amit H. Bermano
AAML
176
0
0
05 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited
  Information
ScaleNet: An Unsupervised Representation Learning Method for Limited InformationGerman Conference on Pattern Recognition (GCPR), 2023
Huili Huang
M. M. Roozbahani
SSL
328
786
0
03 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023
Mattia Segu
Bernt Schiele
Fisher Yu
TTA
281
15
0
03 Oct 2023
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to
  Pre-trained Encoders in Self-supervised Learning
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised LearningComputers & security (Comput. Secur.), 2023
Qiannan Wang
Changchun Yin
Jiafei Wu
Liming Fang
Run Wang
Chenhao Lin
AAML
219
13
0
01 Oct 2023
M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for
  2D image and video understanding
M3^{3}33D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understandingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Muhammad Abdullah Jamal
Omid Mohareri
3DPC
259
2
0
26 Sep 2023
Scaling Representation Learning from Ubiquitous ECG with State-Space
  Models
Scaling Representation Learning from Ubiquitous ECG with State-Space ModelsIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Kleanthis Avramidis
Dominika Kunc
Bartosz Perz
Kranti Adsul
Tiantian Feng
Przemyslaw Kazienko
Stanisław Saganowski
Shrikanth Narayanan
AI4TS
283
12
0
26 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial
  Datasets
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets
Daria Reshetova
Swetava Ganguli
C. V. K. Iyer
Vipul Pandey
210
4
0
26 Sep 2023
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and
  Saliency Tells You Where
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You WhereIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zhi-Yi Chin
Chieh-Ming Jiang
Ching-Chun Huang
Pin-Yu Chen
Wei-Chen Chiu
SSL
370
2
0
22 Sep 2023
A Study of Forward-Forward Algorithm for Self-Supervised Learning
A Study of Forward-Forward Algorithm for Self-Supervised Learning
Jonas Brenig
Radu Timofte
SSL
240
6
0
21 Sep 2023
A Knowledge-Driven Cross-view Contrastive Learning for EEG
  Representation
A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation
Weining Weng
Yang Gu
Qihui Zhang
Yingying Huang
Chunyan Miao
Yiqiang Chen
222
7
0
21 Sep 2023
Understanding the limitations of self-supervised learning for tabular
  anomaly detection
Understanding the limitations of self-supervised learning for tabular anomaly detectionPattern Analysis and Applications (PAA), 2023
Kimberly T. Mai
Toby O. Davies
Lewis D. Griffin
SSL
365
1
0
15 Sep 2023
BAGEL: Backdoor Attacks against Federated Contrastive Learning
BAGEL: Backdoor Attacks against Federated Contrastive Learning
Yao Huang
Kongyang Chen
Jiannong Cao
Jiaxing Shen
Shaowei Wang
Yun Peng
Weilong Peng
Kechao Cai
FedML
163
4
0
14 Sep 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual
  Learning
Plasticity-Optimized Complementary Networks for Unsupervised Continual LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Alex Gomez-Villa
Bartlomiej Twardowski
Kai Wang
Joost van de Weijer
SSLCLL
282
14
0
12 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for
  General Face Forgery Video Detection
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection
Daichi Zhang
Zihao Xiao
Jianmin Li
Shiming Ge
CVBMViT
247
2
0
09 Sep 2023
Frequency-Aware Self-Supervised Long-Tailed Learning
Frequency-Aware Self-Supervised Long-Tailed Learning
Ci-Siang Lin
Min-Hung Chen
Y. Wang
277
5
0
09 Sep 2023
Unsupervised Object Localization with Representer Point Selection
Unsupervised Object Localization with Representer Point SelectionIEEE International Conference on Computer Vision (ICCV), 2023
Yeonghwan Song
Seokwoo Jang
Dina Katabi
Jeany Son
3DPC
215
4
0
08 Sep 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in
  Self-Supervised Learning
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised LearningIEEE Open Journal of Signal Processing (IEEE Open J. Signal Process.), 2023
Hiroki Nakamura
Masashi Okada
T. Taniguchi
SSLNAI
270
0
0
08 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped
  Positions
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped PositionsNeural Information Processing Systems (NeurIPS), 2023
Haochen Wang
Junsong Fan
Yuxi Wang
Kaiyou Song
Tong Wang
Zhaoxiang Zhang
255
23
0
07 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic
  Tasks with Radiological Images
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images
Blake Vanberlo
Jesse Hoey
Alexander Wong
SSLLM&MA
243
3
0
05 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain AdaptationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Jiajin Zhang
Hanqing Chao
Amit Dhurandhar
Pin-Yu Chen
A. Tajer
Yangyang Xu
Pingkun Yan
198
12
0
03 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image
  Modeling
RevColV2: Exploring Disentangled Representations in Masked Image ModelingNeural Information Processing Systems (NeurIPS), 2023
Qi Han
Yuxuan Cai
Xiangyu Zhang
303
14
0
02 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based
  Knowledge Distillation for Histopathology Image Analysis
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
T. Vuong
J. T. Kwak
259
10
0
31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive
  Learning
Towards a Rigorous Analysis of Mutual Information in Contrastive LearningNeural Networks (Neural Netw.), 2023
Kyungeun Lee
Jaeill Kim
Suhyun Kang
Wonjong Rhee
SSL
236
6
0
30 Aug 2023
DISGO: Automatic End-to-End Evaluation for Scene Text OCR
DISGO: Automatic End-to-End Evaluation for Scene Text OCR
M. Hwang
Yangyang Shi
Ankit Ramchandani
Guan Pang
Praveen Krishnan
Lucas Kabela
Frank Seide
Samyak Datta
Jing Liu
162
3
0
25 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners
Masked Autoencoders are Efficient Class Incremental LearnersIEEE International Conference on Computer Vision (ICCV), 2023
Jiang-Tian Zhai
Xialei Liu
Andrew D. Bagdanov
Ke Li
Mingg-Ming Cheng
CLL
193
20
0
24 Aug 2023
MOFO: MOtion FOcused Self-Supervision for Video Understanding
MOFO: MOtion FOcused Self-Supervision for Video Understanding
Mona Ahmadian
Frank Guerin
Andrew Gilbert
309
4
0
23 Aug 2023
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