ENTITY \lambda-VAE

\lambda-VAE

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TOOL · CL_131543 · Jul 8 · 04:00

\lambda-VAE addresses posterior collapse in Variational Autoencoders

Researchers have identified two primary causes for posterior collapse in Variational Autoencoders (VAEs): gradient imbalance and an information gap. Gradient imbalance occurs when the decoder's reconstruction signal dim…