Author

Jae-Ho Lee

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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

Continual learning enables vision systems to adapt to ever-changing data distributions. Despite significant advances, existing approaches fail to capture continuous and concurrent shifts in classes and domains, a critical capability for real-world deployment. This work introduces Online VIL (Online Versatile Incrementa...

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