https://bartwronski.com/2020/05/21/dimensionality-reduction-for-image-and-texture-set-compression/
Teaser image: Example PBR Texture set compressed with presented technique.Textures credit cc0textures, Lennart Demes. In this blog post I am going to describe...
dimensionality reductionimagetexturesetcompression
https://www.r-bloggers.com/2018/07/pca-vs-autoencoders-for-dimensionality-reduction/
Jul 28, 2018 - There are a few ways to reduce the dimensions of large data sets to ensure computational efficiency such as backwards […] The post PCA vs Autoencoders for...
dimensionality reductionpcavsautoencodersbloggers
https://bartwronski.com/2021/05/30/neural-material-decompression-data-driven-nonlinear-dimensionality-reduction/
Proposed neural material decompression (on the right) is similar to the SVD based one (left), but instead of a matrix multiplication uses a tiny, local support...
data drivendimensionality reductionneuralmaterialde