Robust Residual Finite Scalar Quantization for Neural Compression

Xiaoxu Zhu, Xiaojie Yu, Dongchuan Ran +3

Finite Scalar Quantization (FSQ) offers simplified training but suffers from residual magnitude decay in multi-stage settings, where subsequent stages receive exponentially weaker…