A Closer Look at Disentangling in $β$-VAE

11 Dec 2019Harshvardhan SikkaWeishun ZhongJun YinCengiz Pehlevan

In many data analysis tasks, it is beneficial to learn representations where each dimension is statistically independent and thus disentangled from the others. If data generating factors are also statistically independent, disentangled representations can be formed by Bayesian inference of latent variables... (read more)

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