Methods, apparatus, and computer program products for screening generated samples
By grouping the sample set and selecting generated samples based on their contribution, the problem of valid data filtering in machine learning is solved, thereby improving the performance and training effect of downstream models.
CN122153422APending Publication Date: 2026-06-05NTT DOCOMO INC
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- NTT DOCOMO INC
- Filing Date
- 2024-12-03
- Publication Date
- 2026-06-05
Smart Images
Figure CN122153422A_ABST
Abstract
The present disclosure relates to a method, apparatus and computer program product for screening generated samples. The method comprises: dividing a sample set containing real samples and generated samples into multiple groups; and selecting part of the generated samples in each group according to the contribution of the generated samples in the group to a to-be-trained model, to screen the generated samples in the sample set. According to the method for screening generated samples of the present disclosure, the generated samples are screened using the contribution, which improves the performance of the downstream model.
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