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

• renmengye / few-shot-ssl-public
  Meta Learning for Semi-Supervised Few-Shot Classification
  ☆559Updated 5 years ago
• gidariss / FewShotWithoutForgetting
  ☆520Updated 3 years ago
• kjunelee / MetaOptNet
  Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
  ☆534Updated 8 months 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 5 years ago
• alinlab / L2T-ww
  Learning What and Where to Transfer (ICML 2019)
  ☆248Updated 4 years ago
• Clarifai / few-shot-ctm
  Few shot learning
  ☆155Updated 3 years ago
• yinboc / prototypical-network-pytorch
  A re-implementation of "Prototypical Networks for Few-shot Learning"
  ☆316Updated 5 years ago
• Sha-Lab / FEAT
  The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
  ☆422Updated 4 years ago
• BoyuanJiang / matching-networks-pytorch
  Matching Networks for one shot learning
  ☆230Updated 7 years ago
• hytseng0509 / CrossDomainFewShot
  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
  ☆340Updated 4 years ago
• yinboc / few-shot-meta-baseline
  Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021
  ☆632Updated 3 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…
  ☆338Updated last year
• lzrobots / LearningToCompare_ZSL
  PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)
  ☆265Updated 6 years ago
• WangYueFt / rfs
  ☆369Updated 4 years ago
• ShuoYang-1998 / Few_Shot_Distribution_Calibration
  [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration
  ☆473Updated 3 years ago
• Alibaba-AAIG / SSL-FEW-SHOT
  SSL-FEW-SHOT
  ☆171Updated 5 years ago
• dragen1860 / LearningToCompare-Pytorch
  Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning
  ☆249Updated 7 years ago
• yaoyao-liu / few-shot-classification-leaderboard
  Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
  ☆386Updated 2 years ago
• yaoyao-liu / meta-transfer-learning
  TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
  ☆761Updated 2 years ago
• WenbinLee / DN4
  Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.
  ☆196Updated last year
• dragen1860 / awesome-meta-learning
  A curated list of Meta-Learning resources/papers.
  ☆556Updated 4 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
• wyharveychen / CloserLookFewShot
  source code to ICLR'19, 'A Closer Look at Few-shot Classification'
  ☆1,138Updated 3 years ago
• IBM / cdfsl-benchmark
  (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
  ☆226Updated 4 years ago
• blue-blue272 / fewshot-CAN
  Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).
  ☆212Updated 4 years ago
• valeoai / BF3S
  Boosting Few-Shot Visual Learning with Self-Supervision
  ☆137Updated 5 years ago
• oneHuster / Meta-Learning-Papers
  A classified list of meta learning papers based on realm.
  ☆358Updated 2 years ago
• daooshee / Few-Shot-Learning
  ☆69Updated 5 years ago
• vgsatorras / few-shot-gnn
  ☆575Updated 2 years ago