Course Schedule and Catalog
Course Catalog - 2022-2023
COMP 646 - DEEP LEARN FOR VISION AND LANG
Long Title: DEEP LEARNING FOR VISION AND LANGUAGE
Department: Computer Science
Grade Mode: Standard Letter
Language of Instruction: Taught in English
Course Type: Lecture
Credit Hours: 3
Restrictions:
Must be enrolled in one of the following Program(s):
Master of Data Science
Master of Computer Science
Must be enrolled in one of the following Level(s):
Graduate
Description: Visual recognition and language understanding are two challenging tasks in AI. In this course we will study and acquire the skills to build machine learning and deep learning models that can reason about images and text for generating image descriptions, visual question answering, image retrieval, and other tasks involving both text and images. On the technical side we will leverage models such as recurrent neural networks (RNNs), convolutional neural networks (CNNs), and transformer networks (e.g. BERT), among others. Mutually Exclusive: Cannot register for COMP 646 if student has credit for COMP 647.