2023
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
ICLR 2023top-5%
Variational autoencoders (VAEs) are powerful tools for learning latent representations of data used in a wide range of applications. In practice, VAEs usually require multiple training rounds to choose the amount of information the latent variable should retain. This trade-off between the reconstruc…