WebOct 6, 2024 · Overall, Incre-FL maintains good performance in almost all scenarios. Compared with the Icarl-FedAvg algorithm, the performance improvement of Incre-FL mainly comes from the addition of the pre-training module, which ensures the balance of the pre-training samples and reduces the impact of the large sample client on the global model. Webended Centre nEt (ONCE), a detector designed for incre-mentally learning to detect novel class objects with few examples. This is achieved by an elegant adaptation of the …
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