Normalization of RNA-sequencing (RNA-seq) data has proven essential to ensure accurate inference of expression levels. Here, we show that usual normalization approaches mostly account for sequencing ...

Several applications including text-to-speech re-quire some normalized format of non-standard words in various domains such as numbers, dates, and currencies and in various human languages. The ...

A term that looks much worse after normalization. E.g. the one that uses sharing extensively. It is not a counterexample to normalization per se, but to normalization seen as optimization or god ...

Abstract: This study aims to enhance the robustness of neural networks against adversarial examples by introducing a novel approach called weighted local response normalization into a recently ...