Few-Shot-Learning-Papers

2017

• [NIPS2017] Prototypical Networks for Few-shot Learning. [Paper][Pytorch]

2018

• [CVPR2018] Learning to Compare Relation Network for Few-Shot Learning. [Paper][Pytorch]

2021

• [CVPR2021] Meta-baseline: Exploring simple meta-learning for few-shot learning. [PaperPytorch]

2022

• [CVPR2022] Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification. [Paper][Pytorch]