Unsupervised separation of dynamics from pixels

DOI10.1007/S40300-019-00155-4zbMath1427.62056arXiv1907.12906OpenAlexW3106086376WikidataQ127448135 ScholiaQ127448135MaRDI QIDQ2272468

Silvia Chiappa, Ulrich Paquet

Publication date: 10 September 2019

Published in: Metron (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1907.12906

zbMATH Keywords

deep neural networkslinear Gaussian state space modelsvariational auto-encoders

Mathematics Subject Classification ID

Image analysis in multivariate analysis (62H35) Neural nets and related approaches to inference from stochastic processes (62M45)

Related Items (1)

Guest editor's introduction to the special issue on ``Hidden Markov models: theory and applications

Cites Work

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• Bayesian Time Series Models
• Explicit-Duration Markov Switching Models

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