Skip to content

Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning

Notifications You must be signed in to change notification settings

haofusheng/SAML

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

SAML

Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning, ICCV 2019.

Requirements

Python 2.7

Pytorch 0.4

Data

For the mini-Imagenet dataset, please follow mini-imagenet-tools

Train & test

run.sh

Citing

If you use this code in your research, please use the following BibTeX entry.

@inproceedings{saml,
  title={Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning},
  author={Fusheng Hao and Fengxiang He and Jun Cheng and Lei Wang and Jianzhong Cao and Dacheng Tao},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  year={2019}
}

Reference

MAML

MAML-pytorch

LearningToCompare_FSL

About

Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published