Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels
Massimiliano Patacchiola,Jack Turner,2 Authors,A. Storkey
2020 · DBLP: conf/nips/PatacchiolaTCOS20
Neural Information Processing Systems · 163 Citations
TLDR
This work empirically demonstrate that DKT outperforms several state-of-the-art algorithms in few-shot classification, and is the state of the art for cross-domain adaptation and regression.