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. Author manuscript; available in PMC: 2023 May 1.
Published in final edited form as: Neural Netw. 2022 Feb 10;149:95–106. doi: 10.1016/j.neunet.2022.02.001

Table 3:

DBULL and competing methods capacity comparison.

Lifelong Learning
 Batch Setting
DBULL CURL-D DEC VaDE VAE+DP CURL-F
Representation Learning yes yes yes yes yes yes
Learns # of Clusters yes yes no no yes no
Dynamic Expansion yes yes no no yes no
Overcome Forgetting yes yes no no no yes