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Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda. Dynamical Variational Autoencoders: A Comprehensive Review. Foundations and Trends in Machine Learning, 15(1-2):1-175, 2021. [doi]