Courses

Multimodal Machine LearningCSE 8803

This course studies how machine learning systems represent, integrate, and generate information across heterogeneous modalities, including text, images, video, time series, and scientific measurements. Course emphasis: multimodal representation learning, continuous/discrete generative modeling, structural priors, and applications in scientific AI and multimodal agents.