Abstract: Earth Mover’s Distance (EMD) is an important similarity measure between two distributions, commonly used in computer vision and many other application domains. However, its exact calculation ...

Abstract: Approximate nearest neighbor search (ANNS) is crucial in many applications to find semantically similar matches for user queries. Especially with the development of large language models ...

Vicinity is a light-weight, low-dependency vector store. It provides a simple and intuitive interface for nearest neighbor search, with support for different backends and evaluation. There are many ...