Yeongsang Jang

Symmetry Regularization and Saturating Nonlinearity for Robust Quantization

"Robust quantization improves the tolerance of networks for various implementations, allowing the maintenance of accuracy in a different bit-width or quantization policy. It offers appealing candidates, especially when the target objective (i.e., energy consumption and performance) is not static and…