Boundary Matters: A Bi-Level Active Finetuning Framework

Han Lu, Yichen Xie, Xiaokang Yang +1

The pretraining-finetuning paradigm has gained widespread adoption in vision tasks and other fields, yet it faces the significant challenge of high sample annotation costs. To miti…