Researchers have explored various text augmentation techniques to enhance language model ... Kharagpur. Asjad is a Machine learning and deep learning enthusiast who is always researching the ...

This research studies the application of NLP in automatically categorizing invoices based on the invoice text description. The study employs semantic enrichment, data augmentation, and deep learning ...

a team from Robotics at Google and Google Research proposes Robot Learning with Semantically Imagined Experience (ROSIE), a general and semantically-aware data augmentation strategy that bypasses ...

This article aims to expand the small data set in tumor segmentation based on the deep learning method. Methods: This method includes three main parts: image cutting and mirroring augmentation ...

There are three main strategies of this technology: basic image manipulations, deep learning, and feature transformation. The first approach performs augmentation ... the raw data are converted to a ...