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IEICE Trans

Yuichiro NOMURA


Sample Selection Approach with Number of False Predictions for Learning with Noisy Labels
Yuichiro NOMURA Takio KURITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/10/01
Vol. E105-D  No. 10  pp. 1759-1768
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
deep neural networksnoisy labelsimage classificationsample selection
 Summary | Full Text:PDF

Consistency Regularization on Clean Samples for Learning with Noisy Labels
Yuichiro NOMURA Takio KURITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/02/01
Vol. E105-D  No. 2  pp. 387-395
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
deep learningnoisy labelsimage classificationconsistency regularization
 Summary | Full Text:PDF