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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
Simple and Effective Transfer Learning for Neuro-Symbolic Integration
Simple and Effective Transfer Learning for Neuro-Symbolic Integration
Alessandro Daniele
Tommaso Campari
Sagar Malhotra
Luciano Serafini
288
2
0
21 Feb 2024
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from
  Satellite Imagery: A Deployment Case Study in India
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India
Rishabh Mondal
Zeel B Patel
Vannsh Jani
Nipun Batra
200
2
0
21 Feb 2024
Unsupervised learning based object detection using Contrastive Learning
Unsupervised learning based object detection using Contrastive Learning
Chandan Kumar
Jansel Herrera-Gerena
John Just
Matthew J. Darr
Ali Jannesari
SSL
212
2
0
21 Feb 2024
VideoPrism: A Foundational Visual Encoder for Video Understanding
VideoPrism: A Foundational Visual Encoder for Video Understanding
Long Zhao
N. B. Gundavarapu
Liangzhe Yuan
Hao Zhou
Shen Yan
...
Huisheng Wang
Hartwig Adam
Mikhail Sirotenko
Ting Liu
Boqing Gong
VGen
391
68
0
20 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot
  Interaction
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction
Jie Xu
Hanbo Zhang
Xinghang Li
Huaping Liu
Xuguang Lan
Tao Kong
LM&Ro
282
5
0
19 Feb 2024
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative
  Filtering
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering
Peijie Sun
Le Wu
Kun Zhang
Xiangzhi Chen
Mengdi Wang
174
32
0
18 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised
  learning and two-stage pre-training
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training
Jian Wang
Xin Yang
X. Jia
Wufeng Xue
Rusi Chen
...
Lian Liu
Yan Cao
Jianqiao Zhou
Dong Ni
Ning Gu
204
13
0
18 Feb 2024
Revisiting Feature Prediction for Learning Visual Representations from
  Video
Revisiting Feature Prediction for Learning Visual Representations from Video
Adrien Bardes
Q. Garrido
Jean Ponce
Xinlei Chen
Michael G. Rabbat
Yann LeCun
Mahmoud Assran
Nicolas Ballas
MDEVLM
349
179
0
15 Feb 2024
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D
  Point Cloud Understanding
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding
Hai-Tao Yu
Mofei Song
3DPC
284
17
0
15 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data
DeepATLAS: One-Shot Localization for Biomedical Data
Peter D. Chang
150
0
0
14 Feb 2024
Affine transformation estimation improves visual self-supervised
  learning
Affine transformation estimation improves visual self-supervised learning
David Torpey
Richard Klein
SSL
82
1
0
14 Feb 2024
Learning Contrastive Feature Representations for Facial Action Unit
  Detection
Learning Contrastive Feature Representations for Facial Action Unit Detection
Ziqiao Shang
Bin Liu
Fengmao Lv
Fei Teng
Tian-Jie Li
313
2
0
09 Feb 2024
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?
Hasan Hammoud
Hani Itani
Fabio Pizzati
Juil Sock
Adel Bibi
Guohao Li
CLIPVLM
455
57
0
02 Feb 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI
Alexander Oberstrass
Sascha E. A. Muenzing
Meiqi Niu
N. Palomero-Gallagher
Christian Schiffer
M. Axer
Katrin Amunts
Timo Dickscheid
266
4
0
30 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic
  Segmentation
Spatial Structure Constraints for Weakly Supervised Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2024
Tao Chen
Yazhou Yao
Xing-Rui Huang
Zechao Li
Liqiang Nie
Jinhui Tang
232
35
0
20 Jan 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized
  Medical Image Segmentation
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation
Vandan Gorade
Sparsh Mittal
Debesh Jha
Rekha Singhal
Ulas Bagci
213
3
0
18 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models
Scalable Pre-training of Large Autoregressive Image ModelsInternational Conference on Machine Learning (ICML), 2024
Alaaeldin El-Nouby
Michal Klein
Shuangfei Zhai
Miguel Angel Bautista
Alexander Toshev
Vaishaal Shankar
J. Susskind
Armand Joulin
VLM
289
113
0
16 Jan 2024
How does self-supervised pretraining improve robustness against noisy
  labels across various medical image classification datasets?
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?
Bidur Khanal
Binod Bhattarai
Bishesh Khanal
Cristian A. Linte
NoLa
164
1
0
15 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition
Collaboratively Self-supervised Video Representation Learning for Action RecognitionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Jie Zhang
Zhifan Wan
Lanqing Hu
Stephen Lin
Shuzhe Wu
Shiguang Shan
TTA
387
2
0
15 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive
  Pairing
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
Jaeill Kim
Duhun Hwang
Eunjung Lee
Jangwon Suh
Jimyeong Kim
Wonjong Rhee
244
1
0
11 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion
  Constraint for Remote Sensing Image
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing ImageIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Jiayuan Tian
Jie Lei
Jiaqing Zhang
Weiying Xie
Yunsong Li
225
16
0
10 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Ziyue Huang
Mingming Zhang
Yuan Gong
Qingjie Liu
Yunhong Wang
VLM
189
22
0
09 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey
Self-supervised Learning for Electroencephalogram: A Systematic SurveyACM Computing Surveys (ACM CSUR), 2024
Weining Weng
Yang Gu
Shuai Guo
Yuan Ma
Zhaohua Yang
Yuchen Liu
Yiqiang Chen
233
39
0
09 Jan 2024
Enhancing Context Through Contrast
Enhancing Context Through Contrast
Kshitij Ambilduke
Aneesh Shetye
Diksha Bagade
Rishika Bhagwatkar
Khurshed Fitter
P. Vagdargi
Shital S. Chiddarwar
239
0
0
06 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision
  and Beyond
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
Siyuan Li
Luyuan Zhang
Zedong Wang
Di Wu
Lirong Wu
...
Jun Xia
Cheng Tan
Yang Liu
Baigui Sun
Stan Z. Li
SSL
301
28
0
31 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data
Learning Vision from Models Rivals Learning Vision from DataComputer Vision and Pattern Recognition (CVPR), 2023
Yonglong Tian
Lijie Fan
Kaifeng Chen
Dina Katabi
Dilip Krishnan
Phillip Isola
279
73
0
28 Dec 2023
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease
  Progression from Longitudinal OCTs
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs
T. Emre
A. Chakravarty
Antoine Rivail
Dmitrii Lachinov
Oliver Leingang
...
S. Sivaprasad
Daniel Rueckert
A. Lotery
U. Schmidt-Erfurth
Hrvoje Bogunović
MedIm
256
8
0
28 Dec 2023
Learning to Embed Time Series Patches Independently
Learning to Embed Time Series Patches Independently
Seunghan Lee
Taeyoung Park
Kibok Lee
SSLAI4TS
345
52
0
27 Dec 2023
Soft Contrastive Learning for Time Series
Soft Contrastive Learning for Time Series
Seunghan Lee
Taeyoung Park
Kibok Lee
AI4TS
415
48
0
27 Dec 2023
Exploiting the capacity of deep networks only at training stage for
  nonlinear black-box system identification
Exploiting the capacity of deep networks only at training stage for nonlinear black-box system identification
V. M. Eivaghi
M. A. Shoorehdeli
344
0
0
26 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining
Bootstrap Masked Visual Modeling via Hard Patches Mining
Haochen Wang
Junsong Fan
Yuxi Wang
Kaiyou Song
Tiancai Wang
Xiangyu Zhang
Zhaoxiang Zhang
234
6
0
21 Dec 2023
RealGen: Retrieval Augmented Generation for Controllable Traffic
  Scenarios
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios
Wenhao Ding
Yulong Cao
Ding Zhao
Chaowei Xiao
Marco Pavone
175
43
0
19 Dec 2023
Zero-shot Building Attribute Extraction from Large-Scale Vision and
  Language Models
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models
Fei Pan
Sangryul Jeon
Brian Wang
Frank Mckenna
Stella X. Yu
356
5
0
19 Dec 2023
Semantic-Aware Autoregressive Image Modeling for Visual Representation
  Learning
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Kaiyou Song
Shan Zhang
Tong Wang
VLM
205
2
0
16 Dec 2023
Imitate the Good and Avoid the Bad: An Incremental Approach to Safe
  Reinforcement Learning
Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Huy Hoang
Tien Mai
Pradeep Varakantham
301
8
0
16 Dec 2023
A novel dual-stream time-frequency contrastive pretext tasks framework
  for sleep stage classification
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationIEEE International Joint Conference on Neural Network (IJCNN), 2023
Sergio Kazatzidis
S. Mehrkanoon
AI4TS
290
2
0
15 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking
Shengsheng Qian
Yifei Wang
Dizhan Xue
Shengjie Zhang
Huaiwen Zhang
Changsheng Xu
AAML
169
1
0
13 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering
Contextually Affinitive Neighborhood Refinery for Deep ClusteringNeural Information Processing Systems (NeurIPS), 2023
Chunlin Yu
Ye-ling Shi
Jingya Wang
275
10
0
12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding
Counterfactual World Modeling for Physical Dynamics Understanding
Rahul Venkatesh
Honglin Chen
Kevin T. Feigelis
Daniel M. Bear
Khaled Jedoui
...
Wanhee Lee
Sherry Liu
Kevin A. Smith
Judith E. Fan
Daniel L. K. Yamins
VGen
313
7
0
11 Dec 2023
Series2Vec: Similarity-based Self-supervised Representation Learning for
  Time Series Classification
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification
Navid Mohammadi Foumani
Chang Wei Tan
Geoffrey I. Webb
Hamid Rezatofighi
Mahsa Salehi
SSLAI4TS
297
14
0
07 Dec 2023
Contrastive Learning-Based Spectral Knowledge Distillation for
  Multi-Modality and Missing Modality Scenarios in Semantic Segmentation
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation
Aniruddh Sikdar
Jayant Teotia
Suresh Sundaram
304
4
0
04 Dec 2023
Disentangling the Effects of Data Augmentation and Format Transform in
  Self-Supervised Learning of Image Representations
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations
Neha Kalibhat
Warren Morningstar
Alex Bijamov
Luyang Liu
Karan Singhal
Philip Mansfield
156
3
0
02 Dec 2023
Sequential Modeling Enables Scalable Learning for Large Vision Models
Sequential Modeling Enables Scalable Learning for Large Vision ModelsComputer Vision and Pattern Recognition (CVPR), 2023
Yutong Bai
Xinyang Geng
K. Mangalam
Amir Bar
Alan Yuille
Trevor Darrell
Jitendra Malik
Alexei A. Efros
MLLMVLM
351
230
0
01 Dec 2023
Do text-free diffusion models learn discriminative visual
  representations?
Do text-free diffusion models learn discriminative visual representations?European Conference on Computer Vision (ECCV), 2023
Soumik Mukhopadhyay
M. Gwilliam
Yosuke Yamaguchi
Vatsal Agarwal
Namitha Padmanabhan
Archana Swaminathan
Wanrong Zhu
Abhinav Shrivastava
DiffM
452
26
1
29 Nov 2023
Contrastive encoder pre-training-based clustered federated learning for
  heterogeneous data
Contrastive encoder pre-training-based clustered federated learning for heterogeneous dataNeural Networks (Neural Netw.), 2023
Ye Lin Tun
Minh N. H. Nguyen
Chu Myaet Thwal
J. Choi
Choong Seon Hong
FedML
248
17
0
28 Nov 2023
One-bit Supervision for Image Classification: Problem, Solution, and
  Beyond
One-bit Supervision for Image Classification: Problem, Solution, and Beyond
Hengtong Hu
Lingxi Xie
Xinyue Huo
Richang Hong
Qi Tian
SSL
183
2
0
26 Nov 2023
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for
  Visual Insect Understanding
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023
Hoang-Quan Nguyen
Thanh-Dat Truong
Xuan-Bac Nguyen
Ashley Dowling
Pawan Sinha
Khoa Luu
VLM
366
29
0
26 Nov 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic
  Space
Unified Medical Image Pre-training in Language-Guided Common Semantic SpaceEuropean Conference on Computer Vision (ECCV), 2023
Xiaoxuan He
Yifan Yang
Xinyang Jiang
Xufang Luo
Haoji Hu
Siyun Zhao
Dongsheng Li
Yuqing Yang
Lili Qiu
362
5
0
24 Nov 2023
The possibility of making \$138,000 from shredded banknote pieces using
  computer vision
The possibility of making \$138,000 from shredded banknote pieces using computer vision
Chung To Kong
46
0
0
17 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess
  semi-supervised spectral representation learning and pixel-wise
  classification techniques
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniquesIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023
R. Thoreau
Laurent Risser
V. Achard
Béatrice Berthelot
X. Briottet
293
9
0
15 Nov 2023
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