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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jae-Ho Lee

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2 papers indexed here

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Preprint Sep 2026

DARE to Mitigate Hallucination: Dual-path Auto-Regressive-aware Editing

Large vision-language models (LVLMs) have recently achieved remarkable progress across multimodal tasks, yet object hallucination remains a persistent challenge where models generate descriptions inconsistent with the visual input. Recent work mitigates hallucinations through training-free representation editing, typic...

Jae-Ho Lee, Jeongjun Lee, Gyeong-Moon Park · 0 citations
#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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