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Deep learning of representations for unsupervised and transfer learning

Y. Bengio. Unsupervised and Transfer Learning Challenges in Machine Learning, (2012)

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Convolutional Networks for Images, Speech and Time SeriesY. Lecun, and Y. Bengio. page 255--258. The MIT Press, (1995)Random Search for Hyper-Parameter OptimizationJ. Bergstra, and Y. Bengio. Journal of Machine Learning Research, 13 (Feb): 281-305 (2012)Deriving Differential Target Propagation from Iterating Approximate Inverses.Y. Bengio. CoRR, (2020)Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation.B. Scellier, and Y. Bengio. Frontiers Comput. Neurosci., (2017)Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks.L. Scimeca, A. Rubinstein, A. Nicolicioiu, D. Teney, and Y. Bengio. CoRR, (2023)Inductive Biases for Deep Learning of Higher-Level Cognition.A. Goyal, and Y. Bengio. CoRR, (2020)Using Recurrent Neural Networks for Slot Filling in Spoken Language UnderstandingG. Mesnil, Y. Dauphin, K. Yao, Y. Bengio, L. Deng, D. Hakkani-Tur, X. He, L. Heck, G. Tur, D. Yu and 1 other author(s). Audio, Speech, and Language Processing, IEEE/ACM Transactions on, 23 (3): 530--539 (2015)Focused Hierarchical RNNs for Conditional Sequence Processing.N. Ke, K. Zolna, A. Sordoni, Z. Lin, A. Trischler, Y. Bengio, J. Pineau, L. Charlin, and C. Pal. ICML, volume 80 of Proceedings of Machine Learning Research, page 2559-2568. PMLR, (2018)An empirical evaluation of deep architectures on problems with many factors of variation.H. Larochelle, D. Erhan, A. Courville, J. Bergstra, and Y. Bengio. ICML, volume 227 of ACM International Conference Proceeding Series, page 473-480. ACM, (2007)Curriculum learning.Y. Bengio, J. Louradour, R. Collobert, and J. Weston. ICML, volume 382 of ACM International Conference Proceeding Series, page 41-48. ACM, (2009)

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Deep learning of representations for unsupervised and transfer learning

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Deep learning of representations for unsupervised and transfer learning

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Deep learning of representations for unsupervised and transfer learning