CSCI 646 - Deep-Learning

Credits: (3) Shao.

This course explores deep learning models in different research areas, ranging from computer vision and natural language processing (NLP) to graph representation. More specifically, this course will cover the foundations and advances in basic deep neural networks, deep generative models, language modeling, self-supervised learning, graph neural networks, and recent advances in the field.