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IEEE Transactions on Pattern Analysis and Machine Intelligence· 2018Q1· Review

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency

Short summary

This survey introduces a novel taxonomy for multimodal machine learning, moving beyond simple fusion categories to identify core challenges like representation, translation, alignment, fusion, and co-learning.

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Field: Signal Processing

Signal ProcessingComputer Science