Disentangled VAE Representations for Multi-Aspect and Missing Data

Samuel K. Ainsworth
Samuel K. Ainsworth
Nicholas J. Foti
Nicholas J. Foti

arXiv: Learning, Volume abs/1806.09060, 2018.

Cited by: 0|Views7
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Abstract:

Many problems in machine learning and related application areas are fundamentally variants of conditional modeling and sampling across multi-aspect data, either multi-view, multi-modal, or simply multi-group. For example, sampling from the distribution of English sentences conditioned on a given French sentence or sampling audio wavefor...More

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