Unki Park

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...