Author

Jung Uk Kim

2 papers indexed here

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2026

Adverse Weather Removal via Dynamic Enhancement Diffusion With Weather-Adaptive Prompting

Adverse weather conditions, such as rain, fog, and snow, degrade visual information, posing significant challenges for image restoration frameworks that adapt across diverse scenarios. Unified models for weather removal often struggle to capture weather-specific details, while two-stage methods require additional train...

Youngmin Oh, Sungyoung Lee, MyeongAh Cho et al. · IEEE Transactions on Image P... · 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