A Closer Look at Disentangling in $\beta$-VAE

Harshvardhan Sikka, Weishun Zhong, Jun Yin +1

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 f…