Unsupervised Representation Learning by Predicting Image Rotations

21 March 2018

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Papers citing "Unsupervised Representation Learning by Predicting Image Rotations"

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Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain AdaptationNeural Networks (NN), 2022 JoonHo Lee Gyemin Lee 206 42 0 31 Aug 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 87 24 0 31 Aug 2022
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation LearningIEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2022 Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL 166 17 0 26 Aug 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 214 5 0 25 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yanbei Chen Goran Frehse Xiatian Zhu Zeynep Akata 303 164 0 24 Aug 2022
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis Yawen Wu Dewen Zeng Zhepeng Wang Yi Sheng Lei Yang A. James Yiyu Shi Jingtong Hu 220 9 0 24 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification T. Vuong Q. Vu Mostafa Jahanifar S. Graham J. T. Kwak Nasir M. Rajpoot OOD 121 16 0 23 Aug 2022
Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation Nicklas Boserup Raghavendra Selvan SSL 205 9 0 23 Aug 2022
Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT LesionsIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Penghua Zhai Enwei Zhu Baolian Qi Xin Wei Jinpeng Li 189 0 0 23 Aug 2022
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles Lukas Pfahler K. Morik SSL 90 4 0 22 Aug 2022
Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms V. Joshi S. Tatinati Yubo Wang 69 1 0 20 Aug 2022
Test-time Training for Data-efficient UCDR Soumava Paul Titir Dutta Aheli Saha Abhishek Samanta Soma Biswas OOD 268 0 0 19 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image AnalysisPhysics in Medicine and Biology (PMB), 2022 Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 179 70 0 18 Aug 2022
ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency RegularizationEuropean Conference on Computer Vision (ECCV), 2022 Jiwon Kim Youngjo Min Daehwan Kim Gyuseong Lee Junyoung Seo Kwang-seok Ryoo Seung Wook Kim 219 54 0 18 Aug 2022
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval? Q. Leroy Olivier Buisson Alexis Joly SSL 75 0 0 17 Aug 2022
Matching Multiple Perspectives for Efficient Representation Learning Omiros Pantazis M. Salvaris SSL 121 1 0 16 Aug 2022
Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Ruibing Jin C. Kwoh Xiaoli Li Cuntai Guan SSL AI4TS 205 123 0 13 Aug 2022
CCRL: Contrastive Cell Representation Learning Ramin Nakhli Amirali Darbandsari H. Farahani A. Bashashati SSL 157 3 0 12 Aug 2022
Instance Image Retrieval by Learning Purely From Within the Dataset Zhongyan Zhang Lei Wang Yang Wang Luping Zhou Jianjia Zhang Peng Wang Fangxiao Chen SSL 131 0 0 12 Aug 2022
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning T. Pham Chaoning Zhang Axi Niu Kang Zhang Chang D. Yoo 154 11 0 11 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant FeatureComputer Vision and Pattern Recognition (CVPR), 2022 Xiangwen Kong Xiangyu Zhang SSL 186 65 0 08 Aug 2022
SLiDE: Self-supervised LiDAR De-snowing through Reconstruction DifficultyEuropean Conference on Computer Vision (ECCV), 2022 Gwangtak Bae Byungjun Kim Seongyong Ahn Jihong Min Inwook Shim 3DPC 178 19 0 08 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 230 64 0 07 Aug 2022
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Ziteng Cui Ying J. Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Renrui Zhang Zenghui Zhang Tatsuya Harada 234 23 0 05 Aug 2022
Metadata-enhanced contrastive learning from retinal optical coherence tomography images R. Holland Oliver Leingang Hrvoje Bogunović Sophie Riedl L. Fritsche ... U. Schmidt-Erfurth S. Sivaprasad A. Lotery Daniel Rueckert Fernando Navarro 226 15 0 04 Aug 2022
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 157 4 0 03 Aug 2022
Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation Youssef Dawoud Katharina Ernst G. Carneiro Vasileios Belagiannis SSL 127 3 0 03 Aug 2022
Curved Geometric Networks for Visual Anomaly RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jie Hong Pengfei Fang Weihao Li Junlin Han L. Petersson Mehrtash Harandi 209 18 0 02 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Lu Zhang Lu Qi Xu Yang Hong Qiao Ming-Hsuan Yang Zhiyong Liu SSL 166 9 0 01 Aug 2022
COCOA: Cross Modality Contrastive Learning for Sensor DataProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022 Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 171 51 0 31 Jul 2022
SdAE: Self-distillated Masked AutoencoderEuropean Conference on Computer Vision (ECCV), 2022 Yabo Chen Yuchen Liu Dongsheng Jiang Xiaopeng Zhang Wenrui Dai H. Xiong Qi Tian ViT 192 85 0 31 Jul 2022
Revisiting the Critical Factors of Augmentation-Invariant Representation LearningEuropean Conference on Computer Vision (ECCV), 2022 Junqiang Huang Xiangwen Kong Xiangyu Zhang 104 7 0 30 Jul 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 181 93 0 30 Jul 2022
Global-Local Self-Distillation for Visual Representation LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Tim Lebailly Tinne Tuytelaars SSL 117 6 0 29 Jul 2022
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yang Zou Jongheon Jeong Latha Pemula Dongqing Zhang Onkar Dabeer 212 490 0 28 Jul 2022
On the robustness of self-supervised representations for multi-view object classificationPattern Recognition Letters (PRL), 2022 David Torpey Richard Klein SSL 95 1 0 27 Jul 2022
Deep Clustering with Features from Self-Supervised Pretraining Xingzhi Zhou Ningyu Zhang ViT 3DPC SSL 195 14 0 27 Jul 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 221 30 0 27 Jul 2022
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Xinrong Hu Corey Wang Yiyu Shi MedIm 235 2 0 27 Jul 2022
Unsupervised Learning under Latent Label ShiftNeural Information Processing Systems (NeurIPS), 2022 Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 259 11 0 26 Jul 2022
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative MiningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Soumen Basu Somanshu Singla Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora AI4TS 158 17 0 26 Jul 2022
Static and Dynamic Concepts for Self-supervised Video Representation LearningEuropean Conference on Computer Vision (ECCV), 2022 Rui Qian Shuangrui Ding Xian Liu Dahua Lin SSL 160 26 0 26 Jul 2022
Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active LearningInternational Conference on Pattern Recognition (ICPR), 2022 F. Buchert Nassir Navab Seong Tae Kim 83 8 0 25 Jul 2022
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source PrototypesEuropean Conference on Computer Vision (ECCV), 2022 Sungha Choi Seunghan Yang Seokeon Choi Sungrack Yun TTA OOD 175 79 0 24 Jul 2022
Progressive Scene Text Erasing with Self-SupervisionComputer Vision and Image Understanding (CVIU), 2022 Xiangcheng Du Zhao Zhou Yingbin Zheng Xingjiao Wu Tianlong Ma Cheng Jin CLL 153 12 0 23 Jul 2022
Adaptive Soft Contrastive LearningInternational Conference on Pattern Recognition (ICPR), 2022 Chen Feng Ioannis Patras SSL 145 23 0 22 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial RobustnessEuropean Conference on Computer Vision (ECCV), 2022 Chaoning Zhang Kang Zhang Chenshuang Zhang Axi Niu Jiu Feng Chang D. Yoo In So Kweon SSL 158 33 0 22 Jul 2022
My View is the Best View: Procedure Learning from Egocentric VideosEuropean Conference on Computer Vision (ECCV), 2022 Siddhant Bansal Chetan Arora C. V. Jawahar EgoV 167 75 0 22 Jul 2022
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 292 15 0 21 Jul 2022
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of BehaviorInternational Conference on Machine Learning (ICML), 2022 Jennifer J. Sun Markus Marks Andrew Ulmer Dipam Chakraborty Brian Geuther ... Joseph Parker Pietro Perona Yisong Yue K. Branson Ann Kennedy 215 13 0 21 Jul 2022