Variational methods for Conditional Multimodal Deep Learning

6 Mar 2016Gaurav PandeyAmbedkar Dukkipati

In this paper, we address the problem of conditional modality learning, whereby one is interested in generating one modality given the other. While it is straightforward to learn a joint distribution over multiple modalities using a deep multimodal architecture, we observe that such models aren't very effective at conditional generation... (read more)

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