A summary of Embracing Multimodal Data in Multimedia Data Analysis by Shu-Ching Chen et al.
Nicholas M. Synovic
- One minute read - 107 wordsA summary of Embracing Multimodal Data in Multimedia Data Analysis
Shu-Ching Chen et al. IEEE Computing Edge, February 2023 DOI [0]
Table of Contents
Summary
Traditionally, data analytics systems are trained on a single data modality. Multimodal data has shown to improve the performance of ML applications and models. There is ongoing research into how to use Multimodal data to improve the performance and accuracy of data analytics systems, as well as how to retrieve data across modalities.
Current challenges include:
- High complexity of Multimodal data
- Missing modalities
- Lack of benchmarks