Kingma and Welling

Person

Introduced the reparameterization trick in 2014, which significantly improved the training efficiency of Variational Autoencoders by enabling backpropagation through stochastic layers.

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Videos Mentioning Kingma and Welling

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Lex Fridman

Introduced the reparameterization trick in 2014, which significantly improved the training efficiency of Variational Autoencoders by enabling backpropagation through stochastic layers.