Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data

MM '18: ACM Multimedia Conference Seoul Republic of Korea October, 2018, pp. 108-116, 2018.

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Abstract:

There are threefold challenges in emotion recognition. First, it is difficult to recognize human's emotional states only considering a single modality. Second, it is expensive to manually annotate the emotional data. Third, emotional data often suffers from missing modalities due to unforeseeable sensor malfunction or configuration issues...More

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