Robust Basis Spline Decoupling for the Compression of Transformer Models

This work introduces a B-spline-based decoupling framework for compressing Transformer models. It generalizes existing tensor-based methods, addressing their limitations in numerical instability or limited expressiveness by exploiting the properties of B-splines.