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Representation Learning: A Review and New Perspectives

, , и . IEEE Trans. Pattern Anal. Mach. Intell., 35 (8): 1798-1828 (2013)

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Aaron C Kuchle

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Aaron Rosmarin

 

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On the Spectral Bias of Neural Networks., , , , , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5301-5310. PMLR, (2019)Neural Approximate Sufficient Statistics for Implicit Models., , , , и . CoRR, (2020)Mutual Information Neural Estimation., , , , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 530-539. PMLR, (2018)Representation Mixing for TTS Synthesis., , , и . ICASSP, стр. 5906-5910. IEEE, (2019)Adversarially Learned Inference., , , , , , и . CoRR, (2016)Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation., , , , , , и . (2016)cite arxiv:1606.00776Comment: 21 pages, 2 figures, 10 tables.Efficient EM Training of Gaussian Mixtures with Missing Data, , и . CoRR, (2012)Disentangling Factors of Variation via Generative Entangling, , и . CoRR, (2012)Task Loss Estimation for Sequence Prediction., , , , , , и . CoRR, (2015)Approximate Exploration through State Abstraction., , и . CoRR, (2018)