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Found 2 papers, 1 papers with code
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
Moreover, our analysis reveals how the widespread issue, that the model has different preferences for modalities, limits the multi-modal robustness by influencing the essential components and could lead to attacks on the specific modality highly effective.
Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog
In our model, the external knowledge is represented with sentence-level facts and graph-level facts, to properly suit the scenario of the composite of dialog history and image.
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