DADA: DEEP ADVERSARIAL DATA AUGMENTATION FOR EXTREMELY LOW DATA REGIME CLASSIFICATION

Zhang, XF; Wang, ZY; Liu, D; Ling, Q

Zhang, XF (reprint author), Univ Sci & Technol China, Hefei, Anhui, Peoples R China.

2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019; (): 2807

Abstract

Deep learning has revolutionized the performance of classification, but meanwhile demands sufficient labeled data for training. Given insufficient dat......

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