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Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think!

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractModeling expressive cross-modal interactions seems crucial in multimodal tasks, such as visual question answering. However, sometimes high-performing black-box algorithms turn out to be mostly exploiting unimodal signals in the data. …...

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