Lecture 11: Multimodal Data Processing

(Last updated: Mar 17, 2024)

This lecture introduces the overall picture of machine learning tasks with multimodal data.

Preparation

There is no preparation material for this lecture.

Materials

• Slides for Lecture 11: Multimodal Data Processing

Additional Resources

The following paper gives a very nice overview of the foundations and challenges of multimodal learning.

• Liang, P. P., Zadeh, A., & Morency, L. P. (2022). Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. arXiv preprint arXiv:2209.03430.