Generalization, Discrimination, and Extinction
Associative Learning
Aggregates Classification
Classification of Systems-II
Classification of Systems-I
Multi-input and Multi-variable systems
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1State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100049, China; Institute of Systems Engineering, Macau University of Science and Technology, 999078, Macao Special Administrative Region of China.
均衡嵌入歧视最大化 (BEDM) 通过创建不同的嵌入和适应数据不平衡来增强类增量学习. 这种方法有效地打击了灾难性遗忘,并提高了对新类别的分类器性能.
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