Semi-Amortized Variational Autoencoders

Semi-Amortized Variational Autoencoders

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© CURRAN-CONFERENCE. All rights reserved. Amortized variational inference (AVI) replaces instance-specific local inference with a global inference network. While AVI has enabled efficient training of deep generative models such as variational autoencoders (VAE), recent empirical work suggests that i...

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Bibliographic Details
Main Authors: Kim, Yoon (Author), Wiseman, Sam (Author), Miller, Andrew C. (Author), Sontag, David (Author), Rush, Alexander M. (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Institute for Medical Engineering & Science (Contributor)
Format: Article
Language:English
Published: 2022-02-03T15:15:45Z.
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