Chamfer Distance and Earth Mover’s Distance
About To evaluate distance between point cloud to pointcloud, Chamfer Distance and Earth Mover’s distance are frequently used. What is…
2024
kevin-tofu Python Library, Multiple Dispatch
About Python’s multipledispatch is a library for dynamically dispatching (selecting) functions based on multiple argument types, allowing you to define…
Update Cert-Maneger
About I upgraded the version of Cert-Manger. I left what I did here. Check Cert-Manager Version Image: quay.io/jetstack/cert-manager-controller:v1.9.1 prompt output…
Update Microk8s
About Because my microk8s version was bit old (1.25), I upgraded it. This is the note. Check Version Update to…
DeepSDF
https://arxiv.org/abs/1901.05103 About There are so many methods suggested to represent 3D shapes such as mesh, point cloud or volume. But…
IsoGCN
About I heard interesting research IsoGCN, which is designed for solving physics problem to take isometric transformation invariant and equivariant…
Interpretation of Variational GP
About I found beautiful formulation that introduces inducing points and variational method on Gaussian Process in this paper. Felix Leibfried,…
Gaussian Process Classification
I am reading a paper, “Scalable Variational Gaussian Process Classification” that James Hensman, Alex Matthews and Zoubin Ghahramani’s work(https://arxiv.org/abs/1411.2005). The…
Numeric and Categorical data handling
About It is quite important to deal with both numeric and categorical data simultaneously when we get tabular dataset. But…
The determinant of semi positive definite matrix
About There are some cases to compute determinants of covariance matrix such as marginal log likelihood in multi variate Gaussian…