Robust Residual Finite Scalar Quantization for Neural Compression

Xiaoxu Zhu, Dongchuan Ran, Yiming Ren +1

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