Vector quantization

HOW IT IS BUILT The methods behind it Molecular dynamics Protein structure Autoregressive model Self-supervised learn… WHAT IT CAN DO Its core abilities WHERE IT IS USED — · — — · — VQ learns · reasons · acts
How it's built
What it can do
Where it's used

Vector quantization is a technique for compressing data by mapping a large set of continuous values into a smaller set of discrete representative values called "codewords." Imagine you have millions of slightly different colors in an image; vector quantization groups these similar colors together and represents them…