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20192026
most citedClass-incremental learning: survey and performance evaluation on image classification

58 citations · 163 across the 41 of their papers we have counts for

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cs.CR2025

Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning

Stanisław Pawlak, Bartłomiej Twardowski, Tomasz Trzciński +1

Our research addresses the overlooked security concerns related to data poisoning in continual learning (CL). Data poisoning - the intentional manipulation of training data to affe…