Tech Xplore

New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...
The Economist

The history of the human face is more than skin deep

Humans have long taken each other at face value. Pythagoras, a Greek philosopher, supposedly chose his pupils based on ...
SAYS

You’ve Probably Used AI Dozens Of Times Today (Without Even Realising It)

But there is a massive difference between the Generative AI making headlines today, which is designed to create new content, ...
Technology Networks

Cellpose, StarDist, and the Deep Learning Cell Segmentation Revolution

Compare deep learning cell segmentation tools Cellpose and StarDist: how each works, how they differ by imaging type, and ...
GitHub

Angular Penalty Softmax Losses Pytorch

(Note: the SphereFace implementation is not exactly as described in their paper but instead uses the 'trick' presented in the ArcFace paper to use arccosine instead of the double angle formula) There ...
IEEE

Adversarial Examples—Security Threats to COVID-19 Deep Learning Systems in Medical IoT Devices

Abstract: Medical IoT devices are rapidly becoming part of management ecosystems for pandemics such as COVID-19. Existing research shows that deep learning (DL) algorithms have been successfully used ...
IEEE

Convolutional Neural Network Based Algorithm for Early Warning Proactive System Security in Software Defined Networks

Abstract: Software-Defined Networking is an innovative architecture approach in the networking field. This technology allows networks to be centrally and intelligently managed by unified applications ...