Alternatives and similar repositories for awesome-few-shot-learning

Users that are interested in awesome-few-shot-learning are comparing it to the libraries listed below

• gidariss / FewShotWithoutForgetting
  ☆520Updated 3 years ago
• renmengye / few-shot-ssl-public
  Meta Learning for Semi-Supervised Few-Shot Classification
  ☆560Updated 5 years ago
• gitabcworld / FewShotLearning
  Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
  ☆256Updated 7 years ago
• csyanbin / TPN
  Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
  ☆242Updated 6 years ago
• yinboc / prototypical-network-pytorch
  A re-implementation of "Prototypical Networks for Few-shot Learning"
  ☆317Updated 5 years ago
• gitabcworld / MatchingNetworks
  This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and Min…
  ☆342Updated last year
• kjunelee / MetaOptNet
  Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
  ☆536Updated 10 months ago
• BoyuanJiang / matching-networks-pytorch
  Matching Networks for one shot learning
  ☆231Updated 7 years ago
• dragen1860 / LearningToCompare-Pytorch
  Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning
  ☆249Updated 7 years ago
• Clarifai / few-shot-ctm
  Few shot learning
  ☆155Updated 3 years ago
• Sha-Lab / FEAT
  The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
  ☆425Updated 4 years ago
• Alibaba-AAIG / SSL-FEW-SHOT
  SSL-FEW-SHOT
  ☆172Updated 5 years ago
• alinlab / L2T-ww
  Learning What and Where to Transfer (ICML 2019)
  ☆248Updated 4 years ago
• lzrobots / LearningToCompare_ZSL
  PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)
  ☆268Updated 6 years ago
• ShuoYang-1998 / Few_Shot_Distribution_Calibration
  [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration
  ☆472Updated 3 years ago
• wyharveychen / CloserLookFewShot
  source code to ICLR'19, 'A Closer Look at Few-shot Classification'
  ☆1,146Updated 3 years ago
• blue-blue272 / fewshot-CAN
  Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).
  ☆212Updated 4 years ago
• yinboc / few-shot-meta-baseline
  Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021
  ☆640Updated 3 years ago
• hytseng0509 / CrossDomainFewShot
  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
  ☆341Updated 5 years ago
• WangYueFt / rfs
  ☆370Updated 4 years ago
• daooshee / Few-Shot-Learning
  ☆69Updated 5 years ago
• yhu01 / PT-MAP
  Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'
  ☆213Updated last year
• sbharadwajj / awesome-zero-shot-learning
  A curated list of papers, code and resources pertaining to zero shot learning
  ☆922Updated 3 years ago
• jmkim0309 / fewshot-egnn
  ☆274Updated 5 years ago
• dragen1860 / awesome-meta-learning
  A curated list of Meta-Learning resources/papers.
  ☆553Updated 4 years ago
• icoz69 / DeepEMD
  Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020
  ☆587Updated 2 years ago
• WenbinLee / DN4
  Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.
  ☆198Updated last year
• likesiwell / LGM-Net
  Tensorflow code for ICML 2019 paper: LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning
  ☆84Updated 5 years ago
• google-deepmind / leo
  Implementation of Meta-Learning with Latent Embedding Optimization
  ☆307Updated 6 years ago
• csyanbin / TPN-pytorch
  Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
  ☆176Updated 3 years ago