Robust Basis Spline Decoupling for the Compression of Transformer Models

In three linesNew transformer compression method using B-spline-based decoupling. R-CMTF-BSD algorithm employs constrained coupled matrix-tensor factorization to reduce parameters while maintaining accuracy. Validated on Vision Transformer and Swin Transformer architectures with substantial parameter reduction.

Summary generated by Claude — human-verified