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VAE Explorer
A tool that can be used to explore pre-trained tensorflow VAE models and interpolate between data points. Trained on MNIST and Fashion-MNIST.
variational-autoencoders autoencoders tensorflow-js interactive
A deep generative model for dimensionality reduction and clustering.
dimensionality-reduction clustering autoencoders variational-autoencoders
How to Detect Data-Copying in Generative Models
I propose some new definitions and test statistics for conceptualizing and measuring overfitting by generative models.
generative-modeling data-copying generative-adversarial-networks variational-autoencoders
A Tutorial on VAEs: From Bayes' Rule to Lossless Compression
An overview of the VAE and a tour through various derivations and interpretations of the VAE objective.
variational-autoencoders autoencoders bayes-rule loseless-compression
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