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Jun-Yeong Moon

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#artificial intelligence Preprint Sep 2026

Online Versatile Incremental Learning: Towards Class and Domain-Agnostic Adaptation at Any Time

This work introduces Online VIL (Online Versatile Incremental Learning), a novel scenario where class concepts and visual domains evolve simultaneously online without explicit boundaries, and proposes a novel framework TopFlow, Topology preservation with Flow matching representation that contains two complementary mech...

Jae-Ho Lee, Minji Park, Jun-Yeong Moon et al. · 0 citations

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