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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

50 / 1,748 papers shown

Title
Self-Supervised Learning Through Efference Copies Franz Scherr Qinghai Guo Timoleon Moraitis 74 11 0 17 Oct 2022
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis Shanshan Wang Zheni Zeng Xun Yang Xingyi Zhang AI4Ed 23 29 0 15 Oct 2022
Novel 3D Scene Understanding Applications From Recurrence in a Single Image Shimian Zhang Skanda Bharadwaj Keaton Kraiger Yashasvi Asthana Hong Zhang R. Collins Yanxi Liu 121 1 0 14 Oct 2022
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning J. Dominic Nandita Bhaskhar Arjun D Desai Andrew M Schmidt E. Rubin ... G. Gold B. Hargreaves L. Lenchik R. Boutin Akshay S. Chaudhari 55 0 0 14 Oct 2022
Invariance-adapted decomposition and Lasso-type contrastive learning Masanori Koyama Takeru Miyato Kenji Fukumizu 47 1 0 13 Oct 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 75 2 0 11 Oct 2022
OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions Cheng-Hao Wang Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu SSL AI4TS 92 4 0 11 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 59 3 0 11 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao Xingjian Shi Yi Zhu Hongya Wang Zhiqiang Tang Xiong Zhou Mu Li Dimitris N. Metaxas VPVLM VLM 176 89 0 10 Oct 2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li 56 24 0 10 Oct 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining Chunhui Zhang Yixiong Chen Li Liu Qiong Liu Xiaoping Zhou VLM 103 9 0 10 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 127 51 0 09 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 104 113 0 09 Oct 2022
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation Wenjing Wang Zheng Xu Haofeng Huang Jiaying Liu 78 19 0 07 Oct 2022
Pre-trained Adversarial Perturbations Y. Ban Yinpeng Dong AAML 98 24 0 07 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision Swetava Ganguli C. V. K. Iyer Vipul Pandey SSL 85 5 0 07 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation Zhenyu Lu VLM SSL 58 1 0 06 Oct 2022
SimPer: Simple Self-Supervised Learning of Periodic Targets Yuzhe Yang Xin Liu Jiang Wu Silviu Borac Dina Katabi M. Poh Daniel J. McDuff 115 47 0 06 Oct 2022
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks Jon Almazán ByungSoo Ko Geonmo Gu Diane Larlus Yannis Kalantidis ObjD VLM 94 7 0 05 Oct 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures Nannan Li Kevin J. Shih Bryan A. Plummer 74 7 0 04 Oct 2022
MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting Peiwang Tang Xianchao Zhang AI4TS 80 14 0 04 Oct 2022
Pixel-global Self-supervised Learning with Uncertainty-aware Context Stabilizer Zhuangzhuang Zhang Weixiong Zhang 19 0 0 02 Oct 2022
Improving Molecular Pretraining with Complementary Featurizations Yanqiao Zhu Dingshuo Chen Yuanqi Du Yingze Wang Qiang Liu Shu Wu AI4CE 63 7 0 29 Sep 2022
Learning State-Aware Visual Representations from Audible Interactions Himangi Mittal Pedro Morgado Unnat Jain Abhinav Gupta 122 24 0 27 Sep 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training Janghyeon Lee Jongsuk Kim Hyounguk Shon Bumsoo Kim Seung Wook Kim Honglak Lee Junmo Kim CLIP VLM 138 58 0 27 Sep 2022
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images Qing Li Guoping Qiu 75 2 0 26 Sep 2022
Collaboration of Pre-trained Models Makes Better Few-shot Learner Renrui Zhang Bohao Li Wei Zhang Hao Dong Hongsheng Li Peng Gao Yu Qiao VLM 114 7 0 25 Sep 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Chuyan Zhang Yun Gu 114 0 0 25 Sep 2022
A Simple Strategy to Provable Invariance via Orbit Mapping Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller AAML 3DPC 67 3 0 24 Sep 2022
Few-Shot Classification with Contrastive Learning Zhanyuan Yang Jinghua Wang Ying J. Zhu OODD MQ 107 57 0 17 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 126 20 0 16 Sep 2022
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Farid Razzak Ji-Rong Wen Hui Xiong 105 7 0 16 Sep 2022
Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shun Zheng JaeEun Nam Emilio Dorigatti Bernd Bischl Shekoofeh Azizi Mina Rezaei SSL 62 0 0 14 Sep 2022
FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Li-Huan Du Guohao Lan 64 4 0 14 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 69 8 0 07 Sep 2022
MimCo: Masked Image Modeling Pre-training with Contrastive Teacher Qiang-feng Zhou Chaohui Yu Haowen Luo Zhibin Wang Hao Li VLM 132 21 0 07 Sep 2022
Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision Emilio Dorigatti Jonas Schweisthal Bernd Bischl Mina Rezaei OOD 41 2 0 06 Sep 2022
A Study on Representation Transfer for Few-Shot Learning Chun-Nam Yu Yi Xie SSL 49 1 0 05 Sep 2022
Prototype-Aware Heterogeneous Task for Point Cloud Completion Junshu Tang Jiacheng Xu Jing-yu Gong Haichuan Song Yuan Xie Lizhuang Ma 3DPC 73 2 0 05 Sep 2022
Multi-modal Masked Autoencoders Learn Compositional Histopathological Representations Wisdom O. Ikezogwo M. S. Seyfioglu Linda G. Shapiro 21 5 0 04 Sep 2022
Feature diversity in self-supervised learning Pranshu Malviya Arjun Vaithilingam Sudhakar SSL LRM 31 2 0 02 Sep 2022
Self-Supervised Pretraining for 2D Medical Image Segmentation András Kalapos Bálint Gyires-Tóth 99 30 0 01 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation JoonHo Lee Gyemin Lee 120 34 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 55 13 0 31 Aug 2022
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Tianyuan Yao Changbing Qu Jun Long Quan Liu Ruining Deng ... Agnes B. Fogo Bennett A.Landman Haichun Yang Catie Chang Yuankai Huo SSL 30 1 0 30 Aug 2022
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL 48 12 0 26 Aug 2022
Semi-Supervised Disentanglement of Tactile Contact~Geometry from Sliding-Induced Shear A. Gupta Alex Church Nathan Lepora 46 2 0 26 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 101 44 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 83 5 0 25 Aug 2022
Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models Minha Alam R. Yamashita Vignav Ramesh Tejas S. Prabhune Jennifer I. Lim R. Chan J. Hallak T. Leng D. Rubin 45 12 0 24 Aug 2022