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Tutorial - What is a variational autoencoder?

jaan.io · published 18 July 2016

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4blogs citing
First cited
26 Apr 2018
Most recent
30 Jan 2025
Rank this month
not ranked
Links from this post
22
Words captured
3,647

Cited by

Blog
In the post
Date
bneo.xyz
angpao and autoencoders Read at the source ↗
30 Jan 2025
liambai.com
An introduction to variational autoencoders Read at the source ↗
4 Nov 2023
Sean's Blog
Deep Learning: Variational Auto-Encoders Read at the source ↗
30 Sept 2018
reckoning.dev
A Practical guide to Autoencoders using Keras Read at the source ↗
26 Apr 2018

Links from this post

Link
Host
https://github.com/altosaar/variational-autoencoder
github.com
https://blog.otoro.net/2016/04/01/generating-large-images-from-latent-vectors/
blog.otoro.net
https://www.youtube.com/watch?v=XNZIN7Jh3Sg
youtube.com
https://arxiv.org/abs/1502.04623
arxiv.org
https://arxiv.org/abs/1509.08731
arxiv.org
https://arxiv.org/abs/1312.6114
arxiv.org
https://arxiv.org/abs/1401.4082
arxiv.org
https://papers.nips.cc/paper/9484-the-continuous-bernoulli-fixing-a-pervasive-error-in-variational-autoencoders.pdf
papers.nips.cc
https://github.com/altosaar/jaan.io/blob/master/_posts/blog/2016-07-18-what-is-variational-autoencoder-vae-tutorial.md
github.com
https://twitter.com/thejaan
twitter.com
https://blog.shakirm.com/2015/10/machine-learning-trick-of-the-day-4-reparameterisation-tricks/
blog.shakirm.com
https://blog.shakirm.com/2015/03/a-statistical-view-of-deep-learning-ii-auto-encoders-and-free-energy/
blog.shakirm.com
https://dpkingma.com/?page_id=277
dpkingma.com
https://arxiv.org/abs/1601.00670
arxiv.org
https://www.cs.princeton.edu/courses/archive/fall11/cos597C/lectures/variational-inference-i.pdf
cs.princeton.edu
https://dustintran.com/blog/denoising-criterion-for-variational-auto-encoding-framework/
dustintran.com
https://arxiv.org/abs/1802.04364
arxiv.org
https://bkoyuncu.github.io/
bkoyuncu.github.io
https://news.ycombinator.com/edit?id=12292576
news.ycombinator.com
https://www.reddit.com/r/MachineLearning/comments/4xv5b5/explainer_of_variational_autoencoders_from_a/
reddit.com
https://www.cs.toronto.edu/~duvenaud/courses/csc2541/
cs.toronto.edu
https://doi.org/10.5281/zenodo.4462916
doi.org