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修宇亮
修宇亮

修宇亮

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From Disentanglement with Variational Autoencoder: A Review by Prashnna K. Gyawali

the se…er to the isotropic Gaussian N(0, I), it promotes disentanglement of the latent generative factors. This is due to the fact that the covariance ∑ of isotropic Gaussian is equal to an identity matrix I meaning all the dimensions are independent. In the ELBO, this is promoted by the second term:

From Disentanglement with Variational Autoencoder: A Review by Prashnna K. Gyawali

…ccuracy started to worsen. This gave rise to the important research question for many researchers: “how to achieve better disentanglement without losing the reconstruction abilities?” The path towards finding this answer was greatly assisted by the [surgery of ELBO], where the sec…

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Intuitively Understanding Variational Autoencoders

Irhum Shafkat

Pinscreen Victory!

Hao Li