Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho... read more of Domain Adaptation Lecture

A standard assumption of learning based models is that training and test datashare the same input distribution. However, models trained on given datasets perform poorly when tested on data acquired in different settings. This problem is known as domain sh... read more of Domain Adaptation and Generalization

Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho... read more of Advanced Deep Learning Module