Variational Auto Encoder

Variational Auto Encoder

Variational AE stores a probabilistic range of data in the hidden layer rather than vanilla AE’s discrete information storing system. Because of the distributions in VAEs, it can generate hybrid outputs from distinct inputs. VAEs are useful in producing synthetic human faces, text, and interpolative results.

See Irhum Shafkat’s detailed explanation of VAE on Towards Data Science

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