Vector Institute

Pan-cancer analysis of whole genomes

Inverse molecular design using machine learning: Generative models for matter engineering

The discovery of new materials can bring enormous societal and technological progress. In this context, exploring completely the large space of potential materials is computatio...

Shortcut learning in deep neural networks

Deep learning has triggered the current rise of artificial intelligence and is the workhorse of today’s machine intelligence. Numerous success stories have rapidly spread all ov...

Moment Matching for Multi-Source Domain Adaptation

Conventional unsupervised domain adaptation (UDA) assumes that training data are sampled from a single domain. This neglects the more practical scenario where training data are ...