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[1] Alexander Kolesnikov,et al. Revisiting Self-Supervised Visual Representation Learning , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[2] M. Arterberry,et al. The development of object categorization in young children: hierarchical inclusiveness, age, perceptual attribute, and group versus individual analyses. , 2010, Developmental psychology.
[3] Oriol Vinyals,et al. Representation Learning with Contrastive Predictive Coding , 2018, ArXiv.
[4] Masashi Sugiyama,et al. Learning Discrete Representations via Information Maximizing Self-Augmented Training , 2017, ICML.
[5] Pascal Vincent,et al. Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion , 2010, J. Mach. Learn. Res..
[6] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[7] Nikos Komodakis,et al. Unsupervised Representation Learning by Predicting Image Rotations , 2018, ICLR.
[8] Honglak Lee,et al. An Analysis of Single-Layer Networks in Unsupervised Feature Learning , 2011, AISTATS.
[9] Ronen Basri,et al. SpectralNet: Spectral Clustering using Deep Neural Networks , 2018, ICLR.
[10] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[11] Armand Joulin,et al. Unsupervised Learning by Predicting Noise , 2017, ICML.
[12] Ralph Linsker,et al. Self-organization in a perceptual network , 1988, Computer.
[13] Daniel Cremers,et al. Associative Deep Clustering: Training a Classification Network with No Labels , 2018, GCPR.
[14] Max Welling,et al. Auto-Encoding Variational Bayes , 2013, ICLR.
[15] Aaron C. Courville,et al. MINE: Mutual Information Neural Estimation , 2018, ArXiv.
[16] Yong Yu,et al. Robust Subspace Segmentation by Low-Rank Representation , 2010, ICML.
[17] Kelly L. Madole,et al. Developmental Changes in Infants' and Toddlers' Attention to Gender Categories , 2001 .
[18] Xu Ji,et al. Invariant Information Clustering for Unsupervised Image Classification and Segmentation , 2018, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[19] Surya Ganguli,et al. Exact solutions to the nonlinear dynamics of learning in deep linear neural networks , 2013, ICLR.
[20] Oriol Vinyals,et al. Neural Discrete Representation Learning , 2017, NIPS.
[21] Thomas Brox,et al. Discriminative Unsupervised Feature Learning with Convolutional Neural Networks , 2014, NIPS.
[22] Linda B. Smith,et al. An attentional learning account of the shape bias: reply to Cimpian and Markman (2005) and Booth, Waxman, and Huang (2005). , 2006, Developmental psychology.
[23] Christopher Burgess,et al. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework , 2016, ICLR 2016.
[24] R Devon Hjelm,et al. Learning Representations by Maximizing Mutual Information Across Views , 2019, NeurIPS.
[25] Navdeep Jaitly,et al. Adversarial Autoencoders , 2015, ArXiv.
[26] Paolo Favaro,et al. Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles , 2016, ECCV.
[27] Terrence J. Sejnowski,et al. An Information-Maximization Approach to Blind Separation and Blind Deconvolution , 1995, Neural Computation.
[28] Matthijs Douze,et al. Deep Clustering for Unsupervised Learning of Visual Features , 2018, ECCV.
[29] Allen Y. Yang,et al. Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data , 2008, SIAM Rev..
[30] Alexei A. Efros,et al. Unsupervised Visual Representation Learning by Context Prediction , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[31] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[32] Yoshua Bengio,et al. Learning deep representations by mutual information estimation and maximization , 2018, ICLR.
[33] Trevor Darrell,et al. Adversarial Feature Learning , 2016, ICLR.
[34] Barbara A. Younger,et al. Parsing Items into Separate Categories: Developmental Change in Infant Categorization. , 1999 .
[35] A. Gopnik,et al. The Development of Categorization in the Second Year and Its Relation to Other Cognitive and Linguistic Developments. , 1987 .