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Unlike exemplar-based class-incremental learning (EBCIL) which allows storing some old samples, exemplar-free class-incremental learning (EFCIL) faces a more severe forgetting problem due to the complete prohibition on accessing old data. Some previous methods freeze the feature extractor after the ...
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Download: Download full-size image Fig. 1. FRM structure proposed by Lim [1]. Illustration of the FRM structure is demonstrated in Fig. 2. There are two distinct cases: Case I and Case II. The difference between Case I and Case II is that in the former the frequency response of the ...