Search Results for author: Theo Pavlakou

Found 1 papers, 1 papers with code

Masked Autoregressive Flow for Density Estimation

20 code implementations • NeurIPS 2017 • George Papamakarios, Theo Pavlakou, Iain Murray

By constructing a stack of autoregressive models, each modelling the random numbers of the next model in the stack, we obtain a type of normalizing flow suitable for density estimation, which we call Masked Autoregressive Flow.

Ranked #1 on Density Estimation on CIFAR-10 (Conditional)

Density Estimation

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