Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning

Meng Ye,Xiao Lin,Giedrius Burachas,Ajay Divakaran,Yi Yao

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)（2022）

引用 3|浏览61

关键词

prototype adaptation,low data regimes,metric learning,meta learning,representation learning,seen classes,distribution shift,labeled support examples,unlabeled query examples,cross-domain FSL dataset,hybrid consistency training,few-shot learning,model generalization capability,unseen classes,interpolation consistency,data augmentation consistency,robust embedding learning,prototype-based transductive inference

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