Chao Zhai

Decoupled Feature Matching for Few-shot Counting and Localization

Few-shot counting (FSC) aims to train a generalized visual counting model that can count any novel category given a small number of support samples. Current prevalent approaches treat FSC as a feature-matching task, leveraging attention to aggregate information from all other query patches or suppor…