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[1] Paolo Favaro,et al. Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles , 2016, ECCV.
[2] Burr Settles,et al. Active Learning Literature Survey , 2009 .
[3] Dong-Hyun Lee,et al. Pseudo-Label : The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks , 2013 .
[4] Kai Han,et al. Semi-Supervised Learning with Scarce Annotations , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[5] Xu Ji,et al. Invariant Information Clustering for Unsupervised Image Classification and Segmentation , 2018, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[6] David Berthelot,et al. ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring , 2019, ArXiv.
[7] Alexei A. Efros,et al. Unsupervised Visual Representation Learning by Context Prediction , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[8] Alexander Kolesnikov,et al. S4L: Self-Supervised Semi-Supervised Learning , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[9] D.M. Mount,et al. An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[10] Patrick Pérez,et al. Boosting Few-Shot Visual Learning With Self-Supervision , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[11] Quoc V. Le,et al. Unsupervised Data Augmentation for Consistency Training , 2019, NeurIPS.
[12] Radford M. Neal. Pattern Recognition and Machine Learning , 2007, Technometrics.
[13] David Berthelot,et al. FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence , 2020, NeurIPS.
[14] Lingfeng Wang,et al. Deep Adaptive Image Clustering , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[15] Andrew Y. Ng,et al. Reading Digits in Natural Images with Unsupervised Feature Learning , 2011 .
[16] Quoc V. Le,et al. Randaugment: Practical automated data augmentation with a reduced search space , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[17] Alexander Zien,et al. Semi-Supervised Learning , 2006 .
[18] Graham W. Taylor,et al. Improved Regularization of Convolutional Neural Networks with Cutout , 2017, ArXiv.
[19] Katta G. Murty,et al. Letter to the Editor - An Algorithm for Ranking all the Assignments in Order of Increasing Cost , 1968, Oper. Res..
[20] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[21] David Berthelot,et al. MixMatch: A Holistic Approach to Semi-Supervised Learning , 2019, NeurIPS.
[22] Harold W. Kuhn,et al. The Hungarian method for the assignment problem , 1955, 50 Years of Integer Programming.
[23] Honglak Lee,et al. An Analysis of Single-Layer Networks in Unsupervised Feature Learning , 2011, AISTATS.
[24] Armand Joulin,et al. Unsupervised Learning by Predicting Noise , 2017, ICML.
[25] Xiaojin Zhu,et al. Semi-Supervised Learning , 2010, Encyclopedia of Machine Learning.
[26] Dhruv Batra,et al. Joint Unsupervised Learning of Deep Representations and Image Clusters , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[27] Xiaohua Zhai,et al. Self-Supervised GANs via Auxiliary Rotation Loss , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[28] Jason Weston,et al. Curriculum learning , 2009, ICML '09.
[29] Zenglin Xu,et al. Semi-supervised deep embedded clustering , 2019, Neurocomputing.
[30] Nikos Komodakis,et al. Unsupervised Representation Learning by Predicting Image Rotations , 2018, ICLR.
[31] Quoc V. Le,et al. AutoAugment: Learning Augmentation Strategies From Data , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[32] Nasser M. Nasrabadi,et al. Pattern Recognition and Machine Learning , 2006, Technometrics.
[33] Nikos Komodakis,et al. Wide Residual Networks , 2016, BMVC.
[34] Yoshua Bengio,et al. Semi-supervised Learning by Entropy Minimization , 2004, CAP.