Computer-readable recording medium, training method, and information processing device
AssigneeFujitsu Limited
InventorsHiroo IROBE, Wataru AOKI, Kimihiro YAMAZAKI, Yuhui ZHANG, Takumi NAKAGAWA, Hiroki WAIDA, Yuichiro WADA, Takafumi KANAMORI
Life of this patent
Estimating the term…
Abstract
A non-transitory computer-readable recording medium stores therein a program that causes a computer to execute a process including receiving training data and noisy training data that is generated by adding noise to the training data, and training a variational autoencoder by applying regularization to reduce a difference between latent representations in a latent space between the training data and the noisy training data corresponding to the training data.
Claims12
A non-transitory computer-readable recording medium having stored therein a training program that causes a computer to execute a process comprising:
- receiving training data and noisy training data that is generated by adding noise to the training data;
- and
- training a variational autoencoder by applying regularization to reduce a difference between latent representations in a latent space between the training data and the noisy training data corresponding to the training data.
A training method comprising:
- receiving training data and noisy training data that is generated by adding noise to the training data;
- and
- training a variational autoencoder by applying regularization to reduce a difference between latent representations in a latent space between the training data and the noisy training data corresponding to the training data, by a processor.
An information processing device comprising:
- a processor configured to:
- receive training data and noisy training data that is generated by adding noise to the training data;
- and
- apply regularization to reduce a difference between latent representations in a latent space between the training data and the noisy training data corresponding to the training data.
Dependencies are inferred from the claim text.