AI Terminology 101: Mastering Data Augmentation for Powerful Machine Learning Discover the benefits of data augmentation in AI, including improved generalization, increased dataset size, and ...

Christy Kaufman, VP, P&C risk, and chief compliance officer, P&C, USAA, added that “a lot of compliance professionals like myself tend to live in the negative, in the downside and all the things ...

A VAE-based data self- augmentation strategy could relieve the contradiction between the accuracy and the insufficient training data in ML-based semiconductor device modeling. March 24th, 2022 - By: ...

To tackle this problem, we propose a litho-aware data augmentation (LADA) framework to resolve the dilemma of limited data and improve the machine learning model performance. First, we pretrain the ...