Course Schedule and Catalog
Course Schedule - Spring Semester 2022
COMP 646 001 (CRN: 25719)
DEEP LEARN FOR VISION AND LANG
Long Title: DEEP LEARNING FOR VISION AND LANGUAGE
Department: Computer Science
Instructor: Ordonez Roman, Vicente
Meeting: 1:00PM - 1:50PM MWF DCH 1070 (10-JAN-2022 - 22-APR-2022)
Session: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Language of Instruction: Taught in English
Method of Instruction: Face to Face
Credit Hours: 3
Course Syllabus:
Course Materials: Rice Campus Store
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
Section Max Enrollment: 100
Section Enrolled: 58
Enrollment data as of: 10-JUN-2023 4:01PM
Final Exam: GR Course-Dept Schedules Exam
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.