106 citations · 317 across the 65 of their papers we have counts for
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stat.ML2019★ 1 cited
A Closer Look at Disentangling in -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…
q-bio.NC2019★ 1 cited
Neuroscience-inspired online unsupervised learning algorithms
Cengiz Pehlevan, Dmitri B. Chklovskii
Although the currently popular deep learning networks achieve unprecedented performance on some tasks, the human brain still has a monopoly on general intelligence. Motivated by th…