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The 'Bayes-flow,' 'Invertible U-Net', 'Training: MNIST conditional normalizing flow' and 'Training: CelebA normalizing flow' in the Examples section are missing.
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I am opening an issue based on this discourse thread in which I ask about estimating intractable likelihood functions with normalizing flows. As described in this [paper](https://elifesciences.org/art…
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Original Repository: https://github.com/ml-explore/mlx-examples/
Listing out examples from there which would be nice to have. We don't expect the models to work out the moment they are translated to …
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@Justinezgh here are some examples I have lying around of building a nomalizing flow in jax, and training it on the two moons distribution:
- [1] full implementation of a NF in JAX+flax but it is …
EiffL updated
2 years ago
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## 一言でいうと
点群を生成する手法についての研究。形状の推定=>形状から点群の推定という2段階の推定を行なっており、全体をContinuous Normalizing Flow(CNF)でモデル化している。点群推定にとっての事前分布となる形状分布の表現力を上げるために、Encoder(Q)を使い形状分布のCNFを学習している。
)
obj = logdets + logp
loss = -obj / (tf.math.log(2.) * tf.ca…
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Congrats and excellent work!
Maybe a dumb question, what's the difference between this and VAE, and how are they related?
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We could then use this class to document methods like ``tfep.app.TFEPMapBase.configure_flow()``.
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Hey again @alexhernandezgarcia , @josephdviviano and others,
**TL;DR**: Can I use Stack(Grid,ContinuousCube) as an environment to sample N*3D-points ($N \times ℝ^3$ vectors)?
**Long Version**
I…
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Now that we have a prototype of a working C^k coupling layer (by #10), we can try to see if we can build a full flow that can be trained with the score.
This issue is to document our tests and resu…
EiffL updated
2 years ago