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News/Towards Realistic Class-Incremental Learning with Free-Flow Increments
arxiv
PublishedApril 6, 2026 at 4:00 AM
—neutral

Towards Realistic Class-Incremental Learning with Free-Flow Increments

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Publisher summary· verbatim

arXiv:2604.02765v1 Announce Type: new Abstract: Class-incremental learning (CIL) is typically evaluated under predefined schedules with equal-sized tasks, leaving more realistic and complex cases unexplored. However, a practical CIL system should learns immediately when any number of new classes arr

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