Multimodal Machine Learning

Prerequisite: CASCS 542. - This course introduces methods for fusing multiple data sources to perform downstream tasks, covering machine learning and statistical techniques to understand relationships between modalities. Students also explore challenges like data scarcity, positive-unlabeled learning, structured prediction, and system evaluation.