Conditional Introspective Variational Autoencoder for Image Synthesis

We present a variational autoencoder (VAE) learning framework with introspective training for conditional image synthesis, and explore conditional capsule encoder by class-wise mask label insertion for this framework. Our model only consists of encoder (E), generator (G) and classifier (C), where E...

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Bibliographic Details
Main Authors: Kun Zheng, Yafan Cheng, Xiaojun Kang, Hong Yao, Tian Tian
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9172064/