A Label-Free World - Current State Of Unsupervised Deep Learning

The promise of unsupervised and self-supervised learning is to usher in a new world where systems can draw greater levels of signal from data without labels. In this talk I’ll first cover the state-of-the-art approaches to unsupervised learning in NLP and computer vision which can be used in industry today. We’ll end the talk by exploring how the business landscape and the world of AI products look like once freed from the limitations of labels.