Robust Residual Finite Scalar Quantization for Neural Compression
arXiv:2508.15860v3 Announce Type: replace-cross
Abstract: Finite Scalar Quantization (FSQ) offers simplified training but suffers from residual magnitude decay in multi-stage settings, where subsequent stages receive exponentially weaker signals. We p…