Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations

Ting Chen, Martin Renqiang Min, Yizhou Sun

Abstract: Conventional embedding methods directly associate each symbol with a continuous embedding vector, which is equivalent to applying a linear transformation based on a “one-hot” encoding of the discre...