In 2014, Ian Goodfellow introduced competing neural nets that power modern AI image tools

In 2014, Ian Goodfellow introduced Generative Adversarial Networks (GANs), a revolutionary AI concept pitting two neural ...
Nature

Deeply supervised two stage generative adversarial network for stain normalization

Histopathological images provide crucial information for understanding diseases and their effects at the cellular level 1. Staining techniques significantly highlight and enhance the contrast of ...
Nature

Inverse multi-principal element alloys design via conditional wasserstein generative adversarial network

The design of multi-principal element alloys (MPEAs) is challenged by data scarcity and the complexity of optimizing multiple mechanical properties simultaneously. To address these challenges, we ...
Forbes

How AI Generative Models Are Transforming Creativity: Real-World Case Studies In Art, Music And Writing

Artificial intelligence is no longer confined to data crunching and automation; it's making profound inroads into the creative industries. Generative models like generative adversarial networks (GANs) ...