Pinned Repositories
LibContinual
A Framework of Continual Learning
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
ADM
The Pytorch code of "Asymmetric Distribution Measure for Few-shot Learning", IJCAI 2020.
awesome-few-shot-learning
A review for latest few-shot learning works
CLIP-SAM
CovaMNet
The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.
DefensiveFSL
The Pytorch code of "Defensive Few-Shot Learning", TPAMI 2023.
DN4
Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.
OPML
The matlab code of "OPML: A One-Pass Closed-Form Solution for Online Metric Learning", Pattern Recognition 2018.
Trip-ROMA
The PyTorch code of "Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings", TMLR 2023.
WenbinLee's Repositories
WenbinLee/deep_metric_learning
Deep metric learning methods implemented in Chainer
WenbinLee/reptile-pytorch
PyTorch implementation of OpenAI's REPTILE Algorithm