A Unified Rate-Distortion Perspective on Vector, Product, and Scalar Quantization

Xianghong Fang, Wenlong Mou, Yuan Yuan +2

Discrete visual tokenization, predominantly driven by vector, scalar, and product quantization, lacks a unified conceptual framework for understanding quantization tradeoffs. In th…