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, Wiseman, Sam, Miller, Andrew C., Sontag, David, Rush, Alexander M.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137476

Internet

https://hdl.handle.net/1721.1/137476

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