Gilles Wainrib - Transfer Learning and Collaborative AI
Channel: Institut des Hautes Études Scientifiques (IHÉS)
Date: 27/04/2017

Everyday, new deep learning algorithms are trained to solve specific tasks, such as medical images classification. What if we could share and connect those algorithms and create the conditions for a cross-fertilization between these powerful artificial intelligence systems ? In this talk, we will discuss 
the  fundamental  role  of  transfer  learning  to  foster  the  emergence  of  collaborative  artificial intelligence and show how it can bring the power of big-data-trained deep learning algorithms into the world of medical not-so-big data. As an illustration, we will present a new platform for medical image recognition based on deep transfer learning and collaborative AI.