METHOD AND APPARATUS WITH INCREMENTAL LEARNING MODDEL

A learning method of an incremental learning model includes setting a searching range of mask weights based on either one or both of a distribution of mask weights of a binary mask corresponding to a filter of a pretrained model and a learning rate-related parameter, identifying a targeted mask weig...

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Bibliographische Detailangaben
Hauptverfasser: CHOI, Seungkyu, Shin, Jaekang, KWON, DONGHYUK, Kim, Leesup
Format: Patent
Sprache:eng
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Zusammenfassung:A learning method of an incremental learning model includes setting a searching range of mask weights based on either one or both of a distribution of mask weights of a binary mask corresponding to a filter of a pretrained model and a learning rate-related parameter, identifying a targeted mask weight in the searching range of the mask weights, updating the targeted mask weight based on the binary mask and the pretrained model, and updating a portion of the binary mask based on the updated targeted mask weight and a preset reference value.