Incremental Learning With Adaptive Model Search and a Nominal Loss Model
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DOI: 10.1109/access.2022.3149598
Abstract: This paper addresses an incremental learning problem, in which tasks are learned sequentially without access to the previously trained dataset. Catastrophic forgetting is a significant bottleneck to incremental learning as the network performs poorly on… read more here.
Keywords: incremental learning; loss; model; model search ... See more keywords