The idea isn't novel, but presents major challenges. Tensordyne thinks it has solved them, and promises massive speed and ...

This technique is based on a linear relaxation of rate constraints and a piecewise linear approximation of the frame-level distortion-rate functions. Using linear programming, optimal solutions to the ...

ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention Abstract: Vision Transformer (ViT) has emerged as a competitive alternative to ...