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1 year ago in Multimodal AI Systems By Jayalakshmi

What are key references for retrieving and classifying multimodal files (text, image, audio, video)?

Can you recommend essential resources or methodologies for indexing, searching, and categorizing files across multiple modalities like text, images, audio, and video?

Multimodal

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By Rani Answered 4 months ago

Foundational works include "Multimodal Machine Learning: A Survey and Taxonomy" by Baltrušaitis et al. For feature extraction, consider deep learning texts like Goodfellow's "Deep Learning." Key papers on fusion techniques from CVPR/ACL conferences and early works on canonical correlation analysis for multimodal representation are also essential.

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