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Unsupervised Representation Learning by Predicting Image Rotations

Unsupervised Representation Learning by Predicting Image Rotations

21 March 2018
Spyros Gidaris
Praveer Singh
N. Komodakis
    OODSSLDRL
ArXiv (abs)PDFHTMLGithub (518★)

Papers citing "Unsupervised Representation Learning by Predicting Image Rotations"

50 / 1,956 papers shown
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene
  Classification
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Junjie Zhu
Yiying Li
Chunping Qiu
Ke Yang
Naiyang Guan
Xiaodong Yi
294
18
0
17 Sep 2023
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation
  with Multi-Perspective Meta Labels
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta LabelsACM Multimedia (ACM MM), 2023
YiXuan Wu
Jintai Chen
Jiahuan Yan
Yiheng Zhu
Benlin Liu
Jian Wu
VLM
236
7
0
16 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
356
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
160
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
276
14
0
12 Sep 2023
Neural Koopman prior for data assimilation
Neural Koopman prior for data assimilationIEEE Transactions on Signal Processing (IEEE TSP), 2023
Anthony Frion
Lucas Drumetz
M. Dalla Mura
Guillaume Tochon
Abdeldjalil Aissa El Bey
AI4TSAI4CE
293
5
0
11 Sep 2023
Decoupling Common and Unique Representations for Multimodal
  Self-supervised Learning
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningEuropean Conference on Computer Vision (ECCV), 2023
Yi Wang
C. Albrecht
Nassim Ait Ali Braham
Chenying Liu
Zhitong Xiong
Xiaoxiang Zhu
SSL
340
36
0
11 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
239
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
276
5
0
09 Sep 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific
  Condition
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition
Li-Huan Du
Xucong Zhang
Guohao Lan
CVBM
153
2
0
08 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
212
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
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
Representation Learning Dynamics of Self-Supervised Models
Representation Learning Dynamics of Self-Supervised Models
Pascal Esser
Satyaki Mukherjee
Debarghya Ghoshdastidar
SSL
299
3
0
05 Sep 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for
  Histopathological Image Segmentation
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2023
Vishnuvardhan Purma
Suhas Srinath
Seshan Srirangarajan
A. Kakkar
Prathosh A.P.
MedImDiffM
190
4
0
04 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
A Generic Fundus Image Enhancement Network Boosted by Frequency
  Self-supervised Representation Learning
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning
Heng Li
Haofeng Liu
Huazhu Fu
Yanwu Xu
Hui Shu
Ke Niu
Yan Hu
Jiang-Dong Liu
142
30
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
247
10
0
31 Aug 2023
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot
  Anomaly Localization
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization
Hanqiu Deng
Zhaoxiang Zhang
Jinan Bao
Xingyu Li
VLM
327
10
0
30 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
234
6
0
30 Aug 2023
Synergistic Fusion of Graph and Transformer Features for Enhanced
  Molecular Property Prediction
Synergistic Fusion of Graph and Transformer Features for Enhanced Molecular Property PredictionbioRxiv (bioRxiv), 2023
M. V. Sai Prakash
N. Siddartha Reddy
Ganesh Parab
V. Varun
Vishal Vaddina
Saisubramaniam Gopalakrishnan
AI4CE
131
5
0
25 Aug 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint
  Inliers and Outliers Utilization
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers UtilizationIEEE International Conference on Computer Vision (ICCV), 2023
Zekun Li
Lei Qi
Yinghuan Shi
Yang Gao
201
42
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
187
20
0
24 Aug 2023
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR
  Segmentation with Traffic Applications
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications
Xiao Li
Pan He
Aotian Wu
Sanjay Ranka
Anand Rangarajan
3DPC
115
1
0
23 Aug 2023
Trustworthy Representation Learning Across Domains
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaMLAI4TS
313
2
0
23 Aug 2023
A Survey on Self-Supervised Representation Learning
A Survey on Self-Supervised Representation Learning
Tobias Uelwer
Jan Robine
Stefan Sylvius Wagner
Marc Höftmann
Eric Upschulte
S. Konietzny
Maike Behrendt
Stefan Harmeling
SSLAI4TSOOD
204
16
0
22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding
Information Theory-Guided Heuristic Progressive Multi-View CodingNeural Networks (NN), 2021
Jiangmeng Li
Hang Gao
Jingyao Wang
Changwen Zheng
269
4
0
21 Aug 2023
Unilaterally Aggregated Contrastive Learning with Hierarchical
  Augmentation for Anomaly Detection
Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Guodong Wang
Yun Wang
Jie Qin
Dongming Zhang
Xiuguo Bao
Di Huang
170
9
0
20 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric
  Learning in Videos
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosIEEE International Conference on Computer Vision (ICCV), 2023
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
403
21
0
19 Aug 2023
Scalable Video Object Segmentation with Simplified Framework
Scalable Video Object Segmentation with Simplified FrameworkIEEE International Conference on Computer Vision (ICCV), 2023
Qiangqiang Wu
Tianyu Yang
WU Wei
Antoni B. Chan
VOS
154
38
0
19 Aug 2023
Stable and Causal Inference for Discriminative Self-supervised Deep
  Visual Representations
Stable and Causal Inference for Discriminative Self-supervised Deep Visual RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023
Yuewei Yang
Hai Helen Li
Yiran Chen
CMLOOD
254
2
0
16 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based
  Unsupervised Representation Learning Problems
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems
Momojit Biswas
Himanshu Buckchash
Dilip K. Prasad
SSL
285
10
0
14 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain
  Adaptive Semantic Segmentation
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation
Anant Khandelwal
234
2
0
10 Aug 2023
Masked Diffusion as Self-supervised Representation Learner
Masked Diffusion as Self-supervised Representation Learner
Zixuan Pan
Jianxu Chen
Yi Shi
MedImDiffM
300
17
0
10 Aug 2023
SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
Youssef Dawoud
G. Carneiro
Vasileios Belagiannis
171
2
0
09 Aug 2023
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset
  Student-Teacher Scenario for Video Action Recognition
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition
L. Bicsi
B. Alexe
Radu Tudor Ionescu
Marius Leordeanu
257
2
0
09 Aug 2023
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner
  for Open-World Semantic Segmentation
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Kaixin Cai
Pengzhen Ren
Yi Zhu
Hang Xu
Jian-zhuo Liu
Changlin Li
Guangrun Wang
Xiaodan Liang
VLM
195
19
0
09 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action
  Prediction
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
Izzeddin Teeti
Rongali Sai Bhargav
Vivek Singh
Andrew Bradley
Biplab Banerjee
Fabio Cuzzolin
147
4
0
08 Aug 2023
Improving Medical Image Classification in Noisy Labels Using Only
  Self-supervised Pretraining
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
Bidur Khanal
Binod Bhattarai
Bishesh Khanal
Cristian A. Linte
NoLa
201
10
0
08 Aug 2023
Part-Aware Transformer for Generalizable Person Re-identification
Part-Aware Transformer for Generalizable Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2023
Hao Ni
Yuke Li
Lianli Gao
Hengtao Shen
Jingkuan Song
OODViT
251
68
0
07 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and
  Prototype Learning
Class Incremental Learning with Self-Supervised Pre-Training and Prototype LearningPattern Recognition (Pattern Recogn.), 2023
Wenzhuo Liu
Xinjian Wu
Fei Zhu
Mingming Yu
Chuan Wang
Cheng-Lin Liu
SSLCLL
268
28
0
04 Aug 2023
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical
  Image Pre-training
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-trainingInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Jeya Maria Jose Valanarasu
Yucheng Tang
Dong Yang
Ziyue Xu
Can Zhao
...
Vishal M. Patel
Bennett Landman
Daguang Xu
Yufan He
V. Nath
MedIm
183
20
0
31 Jul 2023
Mixture of Self-Supervised Learning
Mixture of Self-Supervised Learning
Aristo Renaldo Ruslim
N. Yudistira
B. Setiawan
SSL
90
0
0
27 Jul 2023
Test Time Adaptation for Blind Image Quality Assessment
Test Time Adaptation for Blind Image Quality AssessmentIEEE International Conference on Computer Vision (ICCV), 2023
Subhadeep Roy
Shankhanil Mitra
Soma Biswas
R. Soundararajan
VLMOOD
316
25
0
27 Jul 2023
vox2vec: A Framework for Self-supervised Contrastive Learning of
  Voxel-level Representations in Medical Images
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
M. Goncharov
Vera Soboleva
Anvar Kurmukov
Maxim Pisov
Mikhail Belyaev
SSL
226
19
0
27 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic
  Image Synthesis
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hao Tang
Guolei Sun
Andrii Zadaianchuk
Luc Van Gool
GAN
268
17
0
22 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic
  Data
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic DataIEEE International Joint Conference on Neural Network (IJCNN), 2023
Enric Moreu
Eric Arazo
Kevin McGuinness
Noel E. O'Connor
190
2
0
22 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection
AlignDet: Aligning Pre-training and Fine-tuning in Object DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Ming Li
Jie Wu
Xionghui Wang
Chen Chen
Jie Qin
Xu Xiao
Rui Wang
Min Zheng
Xin Pan
ObjDVLM
218
31
0
20 Jul 2023
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition:
  A Systematic Study
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study
Ke Xu
Jiangtao Wang
Erik Cambria
Dingchang Zheng
163
8
0
19 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked
  Online Codebook Assignments
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
Spyros Gidaris
Andrei Bursuc
Oriane Siméoni
Antonín Vobecký
N. Komodakis
Matthieu Cord
Patrick Pérez
SSLViT
265
9
0
18 Jul 2023
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