How To Leverage AI To Make Big Data Workflows Smarter

A key lesson was to measure what matters. From the outset, we defined clear success metrics—latency reduction, resource ...

To Scale Visual AI, We Need Better Workflows—Not Bigger Models

The future of imaging—and perhaps AI itself—won't hinge on smarter models but on smarter connections between them.
IEEE

GPT and Interpolation-Based Data Augmentation for Multiclass Intrusion Detection in IIoT

Abstract: The absence of essential security protocols in Industrial Internet of Things (IIoT) networks introduces cybersecurity vulnerabilities and turns them into potential targets for various attack ...
Frontiers

Generative AI for Data Augmentation in Small Biomedical Datasets

A dataset can be expanded or enhanced by adding altered or synthetic representations of the original data, a process known as data augmentation. Generative AI can produce synthetic data that resembles ...
Today

Simone Biles Reveals All About Her Breast Augmentation, Including Implant Size and Recovery: ‘I Did Freak Out’

Simone Biles is opening up about her plastic surgery. After sharing earlier this month with her TikTok followers that she underwent three cosmetic enhancements, Biles posted another TikTok Nov. 19 ...
IEEE

Data Augmentation Fault Diagnosis of Rolling Machinery Using Condition Denoising Diffusion Probabilistic Model and Improved CNN

Abstract: Imbalanced data present a significant challenge in intelligent fault diagnosis due to limited sample availability, and various generative models have been proposed for data augmentation.