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Can we find a way to introduce Gaussian Processes (See [here](https://www.cs.toronto.edu/~hinton/csc2515/notes/gp_slides_fall08.pdf) for an excellent introduction) as a `Distribution` that's available…
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Hi,
I'm wondering if there's a way to implement the Gaussian kernel for convolution on images using the current version of DrJit. While using a for loop is a straightforward approach, it can potent…
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I've encountered an issue while trying to optimize 3D Gaussian using ThreeStudio. The gradient behavior seems abnormal. In the 3D Gaussian optimization process, the gradient of visible_points is cruci…
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> How do Gaussian processes differ from traditional machine learning algorithms in terms of modeling and prediction?
Gaussian processes differ from traditional machine learning algorithms in that t…
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Hello everyone! I would like to generate 3D Gaussians from a series of 2D images with white backgrounds. However, the white background is also being included in the final ply file when generating the …
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Hi,
This is a fantastic job gluing Keras to GPML. I got your examples to work and a toy problem of my own working already, so I'm quite happy. The next thing I wanted to try is to connect several…
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This paper proposes a new algorithm to speed-up the GPR computation:
https://arxiv.org/pdf/1703.09710.pdf
And they have a python code that do that for us:
http://celerite.readthedocs.io/en/latest…
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Hi,
First of all, thank you very much for open-sourcing such excellent work.
I've been working on a point cloud densification process, and I noticed that during the cloning of points, the new points…
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Hello,
I am currently trying to evaluate the use case of Gaussian Splatting for 3D-Reconstruction based on Satellite Imagery.
Unfortunately the process used to approximate the satellite specific …
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How can i find the work "Safe Gaussian process-based MPC using efficient sampling within a sequential quadratic programming framework"? Does it published? @manish-pra @lahramon