Search Results for author: Matteo Trentin

Found 1 papers, 1 papers with code

Balancing reconstruction error and Kullback-Leibler divergence in Variational Autoencoders

2 code implementations18 Feb 2020 Andrea Asperti, Matteo Trentin

In the loss function of Variational Autoencoders there is a well known tension between two components: the reconstruction loss, improving the quality of the resulting images, and the Kullback-Leibler divergence, acting as a regularizer of the latent space.

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