2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
Beta-VAE has 2 Behaviors: PCA or ICA?
Zhouzheng Li, Hao Liu
Beta-VAE is a very classical model for disentangled representation learning, the use of an expanding bottleneck that allow information into the decoder gradually is key to represen…
cs.LG2021
Learning Stable Representations with Full Encoder
Zhouzheng Li, Kun Feng
While the beta-VAE family is aiming to find disentangled representations and acquire human-interpretable generative factors, like what an ICA (from the linear domain) does, we prop…