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Kipf, T. N., & Welling, M. (2016).
Variational Graph Auto-Encoders.
arXiv:1611.07308
Thien Nguyen
Network Science Lab
Dept...
2
1. Idea
• Variational autoencoders (VAEs) embodied the success of variational Bayesian methods
in deep learning.
• Varia...
3
1. Traditional Auto-Encoders
Loss Function: mean square error
generate images that are similar to
the original inputs
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