Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions
A method for explaining a deep learning model prediction is proposed. It uses a combination of the standard autoencoder and the variational autoencoder. The standard autoencoder is exploited to reconstruct original images and to produce hidden representation vectors. The variational autoencoder is t...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
FRUCT
2021-01-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/fruct28/files/Utk.pdf |