MMI711 SEQUENCE MODELS IN MULTIMEDIA
| Course Code: |
9090711 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
8.0 |
| Department: |
Multimedia Informatics |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
|
| Offered Semester: |
Fall and Spring Semesters. |
| Prerequisite: |
Set 1: 9090727
Set 2: 5670543
Set 3: 5710501 |
| One of the sets above should be completed before taking
MMI711 SEQUENCE MODELS IN MULTIMEDIA . |
Course Content
The course will cover various concepts related to understanding and processing different types of multimedia sequence models. The course starts with an overview of sequence models, RNNs and continues with details on training RNNs. By introducing different sequence modelling problems, recurrent architectural models and variants of gated units the course covers all fundamental concepts related to sequence learning in intelligent multimedia systems. In addition the course covers the recurrent and nonrecurrent models of attention in various multimedia type signals such as vision and/or sound.
