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References from An Introduction to Variational Autoencoders. Local targets link to admitted publications; unresolved targets remain external evidence.
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2012 · External reference
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2016 · External reference
“Auto-association by multilayer perceptrons and singular value decomposition”
10.1007/bf00332918 · 1988 · External reference
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2015 · External reference
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2018 · External reference
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2015 · External reference
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2017 · External reference
“The Helmholtz machine”
10.1162/neco.1995.7.5.889 · 1995 · External reference
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1995 · External reference
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1977 · External reference
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2017 · External reference
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2014 · External reference
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2016 · External reference
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2017 · External reference
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2017 · External reference
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2016 · External reference
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2015 · External reference
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2017 · External reference
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2016 · External reference
“Gradient estimation”
10.1016/s0927-0507(06)13019-4 · 2006 · External reference
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2016 · External reference
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2015 · External reference
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2014 · External reference
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2013 · External reference
“Likelihood ratio gradient estimation for stochastic systems”
10.1145/84537.84552 · 1990 · External reference
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2018 · External reference
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2016 · External reference
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2014 · External reference
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2011 · External reference
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2016 · External reference
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2015 · External reference
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2014 · External reference
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2018 · External reference
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2015 · External reference
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2017 · External reference
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2015 · External reference
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2016 · External reference
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2015 · External reference
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2016 · External reference
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2017 · External reference
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1995 · External reference
“Long Short-Term Memory”
10.1162/neco.1997.9.8.1735 · 1997 · External reference
“Stochastic variational inference”
2013 · External reference
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2016 · External reference
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2016 · External reference
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2016 · External reference
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2017 · External reference
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2017 · External reference
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2018 · External reference
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2017 · External reference
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2016 · External reference
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2015 · External reference
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2017 · External reference
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2008 · External reference
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2014 · External reference
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2016 · External reference
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2015 · External reference
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2014 · External reference
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2015 · External reference
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2016 · External reference
“Optimization and sensitivity analysis of computer simulation models by the score function method”
10.1016/0377-2217(95)00107-7 · 1996 · External reference
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2009 · External reference
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2017 · External reference
“Automatic differentiation variational inference”
2017 · External reference
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2015 · External reference
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2017 · External reference
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2016 · External reference
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2014 · External reference
“Deep Learning”
2015 · External reference
“Gradient-based learning applied to document recognition”
10.1109/5.726791 · 1998 · External reference
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2016 · External reference
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2015 · External reference
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1989 · External reference
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2015 · External reference
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2017 · External reference
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2016 · External reference
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2017 · External reference
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2016 · External reference
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2017 · External reference
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2015 · External reference
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2015 · External reference
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2016 · External reference
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2014 · External reference
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2016 · External reference
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2015 · External reference
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2017 · External reference
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2017 · External reference
10.1201/b10905-6
10.1201/b10905-6 · 2011 · External reference
10.1007/978-94-011-5014-9_12
10.1007/978-94-011-5014-9_12 · 1998 · External reference
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2012 · External reference
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2017 · External reference
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2017 · External reference
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2016 · External reference
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2014 · External reference
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2016 · External reference
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2017 · External reference
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2016 · External reference
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2014 · External reference
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2016 · External reference
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2015 · External reference
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2017 · External reference
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2018 · External reference
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1998 · External reference
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2016 · External reference
“Learning representations by back-propagating errors”
1988 · External reference
“Imagenet large scale visual recognition challenge”
10.1007/s11263-015-0816-y · 2015 · External reference
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2010 · External reference
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2016 · External reference
“Markov Chain Monte Carlo and Variational Inference: Bridging the Gap.”
2015 · External reference
“Fixed-Form variational posterior approximation through stochastic linear regression”
2013 · External reference
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2017 · External reference
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2017 · External reference
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2015 · External reference
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2016 · External reference
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2016 · External reference
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2015 · External reference
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2016 · External reference
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2017 · External reference
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2015 · External reference
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2016 · External reference
“Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion”
2010 · External reference
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2015 · External reference
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2016 · External reference
“Simple statistical gradient-following algorithms for connectionist reinforcement learning”
10.1023/a:1022672621406 · 1992 · External reference
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2013 · External reference
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2017 · External reference
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2016 · External reference
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2017 · External reference
10.18653/v1/p17-1061
10.18653/v1/p17-1061 · 2017 · External reference
