Author

Gyeong-Moon Park

2 papers indexed here

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Open access Aug 2026

ISER: Instance-Specific Early Stopping with Dynamic Low-Rank Adaptation for Learned Image Compression

Image compression has evolved from human-centric perceptual coding toward support for diverse machine vision applications, requiring modern codecs to serve both human viewing and downstream tasks in closed-set settings (where target tasks are incorporated during training) and open-set settings (where previously unseen...

Unki Park, Seongmoon Jeong, Sangmin Kim et al. · Electronics · 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