Recurrent semi-supervised classification and constrained adversarial generation with motion capture data

Image and Vision Computing, pp. 42-52, 2018.

Cited by: 14|Views25
EI

Abstract:

We explore recurrent encoder multi-decoder neural network architectures for semi-supervised sequence classification and reconstruction. We find that the use of multiple reconstruction modules helps models generalize in a classification task when only a small amount of labeled data is available, which is often the case in practice. Such mo...More

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