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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
DreamTeacher: Pretraining Image Backbones with Deep Generative Models
DreamTeacher: Pretraining Image Backbones with Deep Generative ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Daiqing Li
Huan Ling
Amlan Kar
David Acuna
Seung Wook Kim
Karsten Kreis
Antonio Torralba
Sanja Fidler
VLMDiffM
266
34
0
14 Jul 2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated
  Self-Supervised Visual Representation Learning
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2023
Yasar Abbas Ur Rehman
Yan Gao
Pedro Gusmão
Mina Alibeigi
Jiajun Shen
Nicholas D. Lane
FedML
252
33
0
14 Jul 2023
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for
  Curvilinear Object Segmentation
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Tianyi Shi
Xiao-Hua Ding
Li Zhang
Xin Yang
270
9
0
14 Jul 2023
Test-Time Training on Video Streams
Test-Time Training on Video Streams
Renhao Wang
Yu Sun
Yossi Gandelsman
Xinlei Chen
Alexei A. Efros
Alexei A. Efros
Xiaolong Wang
TTAViT3DGS
583
30
0
11 Jul 2023
Substance or Style: What Does Your Image Embedding Know?
Substance or Style: What Does Your Image Embedding Know?
Cyrus Rashtchian
Charles Herrmann
Chun-Sung Ferng
Ayan Chakrabarti
Dilip Krishnan
Deqing Sun
Da-Cheng Juan
Andrew Tomkins
164
7
0
10 Jul 2023
Customizing Synthetic Data for Data-Free Student Learning
Customizing Synthetic Data for Data-Free Student LearningIEEE International Conference on Multimedia and Expo (ICME), 2023
Shiya Luo
Defang Chen
Can Wang
130
2
0
10 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency
  Training
Universal Semi-supervised Model Adaptation via Collaborative Consistency TrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zizheng Yan
Yushuang Wu
Yipeng Qin
Xiaoguang Han
Shuguang Cui
Guanbin Li
290
1
0
07 Jul 2023
S3C: Self-Supervised Stochastic Classifiers for Few-Shot
  Class-Incremental Learning
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental LearningEuropean Conference on Computer Vision (ECCV), 2023
Jaya Kalla
Soma Biswas
CLL
183
55
0
05 Jul 2023
Navigating Noise: A Study of How Noise Influences Generalisation and
  Calibration of Neural Networks
Navigating Noise: A Study of How Noise Influences Generalisation and Calibration of Neural Networks
Martin Ferianc
Ondrej Bohdal
Timothy M. Hospedales
Miguel R. D. Rodrigues
360
8
0
30 Jun 2023
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained
  on a Large-Scale Unannotated Dataset
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset
Guotai Wang
Jianghao Wu
Xiangde Luo
Xinglong Liu
Kang Li
Shaoting Zhang
205
35
0
29 Jun 2023
Multi-network Contrastive Learning Based on Global and Local
  Representations
Multi-network Contrastive Learning Based on Global and Local Representations
Weiquan Li
Xianzhong Long
Yun Li
SSL
154
0
0
28 Jun 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition
Subclass-balancing Contrastive Learning for Long-tailed RecognitionIEEE International Conference on Computer Vision (ICCV), 2023
Chengkai Hou
Jieyu Zhang
Hong Wang
Wanrong Zhu
232
45
0
28 Jun 2023
A generic self-supervised learning (SSL) framework for representation
  learning from spectra-spatial feature of unlabeled remote sensing imagery
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imageryRemote Sensing (RS), 2023
Xin Zhang
Liangxiu Han
SSL
189
8
0
27 Jun 2023
A Self-supervised Contrastive Learning Method for Grasp Outcomes
  Prediction
A Self-supervised Contrastive Learning Method for Grasp Outcomes PredictionInternational Conference on Real-time Computing and Robotics (ICRCR), 2023
Chengliang Liu
Binhua Huang
Yiwen Liu
Yuanzhe Su
Kenny T Mai
Yupo Zhang
Zhengkun Yi
Xinyu Wu
SSL
204
3
0
26 Jun 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and
  Dense Contrastive Representation Learning
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation LearningInternational Conference on Learning Representations (ICLR), 2023
Shaofeng Zhang
Feng Zhu
Rui Zhao
Junchi Yan
220
23
0
23 Jun 2023
Continual Learners are Incremental Model Generalizers
Continual Learners are Incremental Model GeneralizersInternational Conference on Machine Learning (ICML), 2023
Jaehong Yoon
Sung Ju Hwang
Yu Cao
CLL
204
6
0
21 Jun 2023
ALP: Action-Aware Embodied Learning for Perception
ALP: Action-Aware Embodied Learning for Perception
Xinran Liang
Anthony Han
Wilson Yan
Aditi Raghunathan
Pieter Abbeel
VLM
261
6
0
16 Jun 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress,
  and Prospects
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and ProspectsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Kexin Zhang
Qingsong Wen
Chaoli Zhang
Rongyao Cai
Ming Jin
...
James Y. Zhang
Yuxuan Liang
Guansong Pang
Dongjin Song
Shirui Pan
AI4TS
492
194
0
16 Jun 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models
Segment Any Point Cloud Sequences by Distilling Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2023
You-Chen Liu
Lingdong Kong
Jun Cen
Runnan Chen
Wenwei Zhang
Liang Pan
Kai-xiang Chen
Ziwei Liu
234
135
0
15 Jun 2023
Advancing Volumetric Medical Image Segmentation via Global-Local Masked
  Autoencoder
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder
Jiafan Zhuang
Luyang Luo
Hao Chen
312
19
0
15 Jun 2023
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-Training
Learning to Mask and Permute Visual Tokens for Vision Transformer Pre-TrainingComputer Vision and Image Understanding (CVIU), 2023
Lorenzo Baraldi
Roberto Amoroso
Marcella Cornia
Lorenzo Baraldi
Andrea Pilzer
Rita Cucchiara
379
3
0
12 Jun 2023
Exploring Effective Mask Sampling Modeling for Neural Image Compression
Exploring Effective Mask Sampling Modeling for Neural Image Compression
Lin Liu
Mingming Zhao
Shanxin Yuan
Wenlong Lyu
Wen-gang Zhou
Houqiang Li
Yanfeng Wang
Qi Tian
226
4
0
09 Jun 2023
Attention Weighted Mixture of Experts with Contrastive Learning for
  Personalized Ranking in E-commerce
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerceIEEE International Conference on Data Engineering (ICDE), 2023
Juan Gong
Zhe Chen
Chao Ma
Zhuojian Xiao
Hong Wang
Guoyu Tang
Lin Liu
Sulong Xu
Bo Long
Yunjiang Jiang
136
8
0
08 Jun 2023
Generative Text-Guided 3D Vision-Language Pretraining for Unified
  Medical Image Segmentation
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation
Yinda Chen
Che Liu
Wei-Ping Huang
Sibo Cheng
Rossella Arcucci
Zhiwei Xiong
VLMMedIm
272
55
0
07 Jun 2023
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot
  Vision-Language Tasks
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks
Yanan Sun
Zi-Qi Zhong
Qi Fan
Chi-Keung Tang
Yu-Wing Tai
VLM
224
4
0
07 Jun 2023
Randomized Schur Complement Views for Graph Contrastive Learning
Randomized Schur Complement Views for Graph Contrastive LearningInternational Conference on Machine Learning (ICML), 2023
Vignesh Kothapalli
300
2
0
06 Jun 2023
rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for
  Remote Physiological Measurement
rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological MeasurementIEEE transactions on multimedia (IEEE TMM), 2023
Xin Liu
Yuting Zhang
Zitong Yu
Hao Lu
Huanjing Yue
Jingyu Yang
227
55
0
04 Jun 2023
HomE: Homography-Equivariant Video Representation Learning
HomE: Homography-Equivariant Video Representation Learning
Anirudh Sriram
Adrien Gaidon
Jiajun Wu
Juan Carlos Niebles
L. Fei-Fei
Ehsan Adeli
SSLAI4TS
157
2
0
02 Jun 2023
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled DataAAAI Conference on Artificial Intelligence (AAAI), 2023
Shuvendu Roy
Ali Etemad
SSL
158
6
0
02 Jun 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
170
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
299
5
0
31 May 2023
Learning by Aligning 2D Skeleton Sequences and Multi-Modality Fusion
Learning by Aligning 2D Skeleton Sequences and Multi-Modality FusionEuropean Conference on Computer Vision (ECCV), 2023
Quoc-Huy Tran
Muhammad Ahmed
Murad Popattia
M. Hassan
Ahmed Andrey
Konin M. Zeeshan
AI4TS
667
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
129
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
390
12
0
29 May 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation
  In(Variant) Representations
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) RepresentationsInterspeech (Interspeech), 2023
Calum Heggan
Timothy M. Hospedales
S. Budgett
Mehrdad Yaghoobi
SSL
298
7
0
29 May 2023
LowDINO -- A Low Parameter Self Supervised Learning Model
LowDINO -- A Low Parameter Self Supervised Learning Model
Sai Krishna Prathapaneni
Shvejan Shashank
K. SrikarReddy
226
0
0
28 May 2023
k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection
k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection
Ori Nizan
A. Tal
173
11
0
28 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
492
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
293
92
0
25 May 2023
Reverse Engineering Self-Supervised Learning
Reverse Engineering Self-Supervised LearningNeural Information Processing Systems (NeurIPS), 2023
Ido Ben-Shaul
Ravid Shwartz-Ziv
Tomer Galanti
S. Dekel
Yann LeCun
SSL
253
44
0
24 May 2023
Siamese Masked Autoencoders
Siamese Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2023
Agrim Gupta
Jiajun Wu
Gaowen Liu
Li Fei-Fei
151
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
259
50
0
23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations
EnSiam: Self-Supervised Learning With Ensemble Representations
Kai Han
Minsik Lee
SSL
262
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
137
1
0
21 May 2023
A Survey on Time-Series Pre-Trained Models
A Survey on Time-Series Pre-Trained ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Qianli Ma
Ziqiang Liu
Zhenjing Zheng
Ziyang Huang
Siying Zhu
Zhongzhong Yu
James T. Kwok
AI4TS
284
88
0
18 May 2023
Tuned Contrastive Learning
Tuned Contrastive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chaitanya Animesh
Manmohan Chandraker
SSL
162
3
0
18 May 2023
Cold PAWS: Unsupervised class discovery and addressing the cold-start
  problem for semi-supervised learning
Cold PAWS: Unsupervised class discovery and addressing the cold-start problem for semi-supervised learning
Evelyn J. Mannix
H. Bondell
SSL
188
0
0
17 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
147
77
0
15 May 2023
Artificial intelligence to advance Earth observation: a perspective
Artificial intelligence to advance Earth observation: a perspectiveIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023
D. Tuia
Konrad Schindler
Begüm Demir
Gustau Camps-Valls
Xiao Xiang Zhu
...
Mihai Datcu
Jorge-Arnulfo Quiané-Ruiz
Volker Markl
Bertrand Le Saux
Rochelle Schneider
265
33
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
380
93
0
10 May 2023
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