METHOD AND ELECTRONIC DEVICE WITH ADVERSARIAL DATA AUGMENTATION BACKGROUND
A method and electronic device with adversarial data augmentation are disclosed. The electronic device includes a processor configured to execute instructions; and a memory storing the instructions, where the execution of the instructions by the processor configures the processor to based on a biase...
Gespeichert in:
Hauptverfasser: | , , , |
---|---|
Format: | Patent |
Sprache: | eng ; fre ; ger |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | A method and electronic device with adversarial data augmentation are disclosed. The electronic device includes a processor configured to execute instructions; and a memory storing the instructions, where the execution of the instructions by the processor configures the processor to based on a biased feature within original data, train a biased model to generate biased prediction information using biased training data related to the original data; train a debiased model to generate debiased prediction information using debiased training data, less biased with respect to the biased feature than the biased training data, related to the original data and first adversarial data; and retrain the debiased model using second adversarial data generated based on the biased model and the debiased model. |
---|