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most citedOnline Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task

14 citations · 21 across the 20 of their papers we have counts for

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cs.CV2024

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning

Huiping Zhuang, Yuchen Liu, Run He +5

Online Class Incremental Learning (OCIL) aims to train models incrementally, where data arrive in mini-batches, and previous data are not accessible. A major challenge in OCIL is C…