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Implement differentiable computation of the Frechet mean for various manifolds
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Zygote has come a long way, and it'd be cool to demo some differentiable programming capabilities using it, and maybe even together with Flux. There might be some cases to consider such as mutation an…
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### Description
The code below crashes during runtime.
A second, distinct runtime crash can be generated by editing one line in the reproducer below.
### Reproduction
Compile the code below in De…
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Hi,
Thanks for the useful implementation of color conversion in PyTorch. I am wondering if you have any implementation for their differentiable versions?
Thanks in advance.
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Hey, inspired by S4TF where regular structs can be differentiable while specifying which fields should be differentiated, I implemented this `@differentiable` attribute which registers the type in `re…
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When experimenting with the orthomosaicing, I noticed it was using classic computer vision techniques to find the camera's position. Would it be possible to use differentiable techniques such as ACE Z…
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There is a new paper on differentiable data augmentation for GANS: https://arxiv.org/pdf/2006.10738.pdf, it seems promising.
I have implemented it on pix2pix. For any one interested, I added:
t…
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The default algorithm of the Optim minimizer is `Nelder-Mead()`, which is a gradient-free method. I'd like to explore gradient-based algorithms, such as `GradientDescent()` or `LBFGS()`.
Motivation:…
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### 🚀 The feature, motivation and pitch
In the documentation, dtype is often used as a type hint where in actuality only differentiable dtypes are allowed (float and complex). Therefore the request t…
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Hi,
So Stéphane would be super happy to have a super fast differentiable scattering... who has the time to do this?(not me, I'm sorry about that) A simple unit-test to compare the gradients with to…