2 papers
cs.CV2024
TALDS-Net: Task-Aware Adaptive Local Descriptors Selection for Few-shot Image Classification
Qian Qiao, Yu Xie, Ziyin Zeng +1
Few-shot image classification aims to classify images from unseen novel classes with few samples. Recent works demonstrate that deep local descriptors exhibit enhanced representati…
cs.CV2024
A Simple Task-aware Contrastive Local Descriptor Selection Strategy for Few-shot Learning between inter class and intra class
Qian Qiao, Yu Xie, Shaoyao Huang +1
Few-shot image classification aims to classify novel classes with few labeled samples. Recent research indicates that deep local descriptors have better representational capabiliti…