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20212026
most citedExemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers

3 citations · 3 across the 8 of their papers we have counts for

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cs.AI2026

Co2In: a Bi-level Memory Incremental Learning Framework with Knowledge Encoding, Consolidation, and Integration

Wenju Sun, Qingyong Li, Boyang Li +4

Incremental learning (IL) aims to continually acquire new knowledge (plasticity) while retaining previously learned information (stability). However, striking a balance between pla…