Balance of Number of Embedding and their Dimensions in Vector Quantization

Hang Chen, Sankepally Sainath Reddy, Ziwei Chen +1

The dimensionality of the embedding and the number of available embeddings ( also called codebook size) are critical factors influencing the performance of Vector Quantization(VQ),…