Configure built-in scalar or quantization for compressing vectors on disk and in memory. Azure AI Search supports scalar and binary quantization for reducing the size of vectors in a search index.

A vector quantization library originally transcribed from Deepmind's tensorflow implementation, made conveniently into a package. It uses exponential moving averages to update the dictionary. VQ has ...

Abstract: Vector quantization is an essential tool for tasks involving large scale data, for example, large scale similarity search, which is crucial for content ...

Abstract: Telecommunication networks are spreading worldwide. People can communicate with each other beyond spacial restrictions using the Internet. In this situation, the demand for transmission ...