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A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator
Awesome resources on normalizing flows.
Normalizing flows in PyTorch
PyTorch implementations of algorithms for density estimation
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
Code for reproducing Flow ++ experiments
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
Pytorch implementation of Block Neural Autoregressive Flow