Alternatives and similar repositories for FSL-Mate

Users that are interested in FSL-Mate are comparing it to the libraries listed below

• Duan-JM / awesome-papers-fewshot
  Collection for Few-shot Learning
  ☆987Updated 2 years ago
• oscarknagg / few-shot
  Repository for few-shot learning machine learning projects
  ☆1,270Updated 5 years ago
• sudharsan13296 / Awesome-Meta-Learning
  A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
  ☆1,549Updated 4 years ago
• dragen1860 / MAML-Pytorch
  Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
  ☆2,445Updated 6 years ago
• wyharveychen / CloserLookFewShot
  source code to ICLR'19, 'A Closer Look at Few-shot Classification'
  ☆1,152Updated 3 years ago
• jakesnell / prototypical-networks
  Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
  ☆1,192Updated 4 years ago
• yaoyao-liu / meta-transfer-learning
  TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
  ☆773Updated 4 months ago
• floodsung / LearningToCompare_FSL
  PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
  ☆1,071Updated 5 years ago
• learnables / learn2learn
  A PyTorch Library for Meta-learning Research
  ☆2,839Updated last year
• sbharadwajj / awesome-zero-shot-learning
  A curated list of papers, code and resources pertaining to zero shot learning
  ☆931Updated 4 years ago
• yinboc / few-shot-meta-baseline
  Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021
  ☆647Updated 3 years ago
• tristandeleu / pytorch-meta
  A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
  ☆2,047Updated 2 years ago
• asheeshcric / awesome-contrastive-self-supervised-learning
  A comprehensive list of awesome contrastive self-supervised learning papers.
  ☆1,290Updated last year
• floodsung / Meta-Learning-Papers
  Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
  ☆2,641Updated 6 years ago
• icoz69 / DeepEMD
  Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020
  ☆596Updated 2 years ago
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,712Updated 5 months ago
• orobix / Prototypical-Networks-for-Few-shot-Learning-PyTorch
  Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
  ☆1,041Updated 3 years ago
• RL-VIG / LibFewShot
  [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.
  ☆1,044Updated 8 months ago
• yaoyao-liu / few-shot-classification-leaderboard
  Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
  ☆388Updated 2 years ago
• sudharsan13296 / Hands-On-Meta-Learning-With-Python
  Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
  ☆1,213Updated 4 years ago
• yassouali / awesome-semi-supervised-learning
  😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
  ☆1,847Updated last year
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,991Updated last year
• iCGY96 / awesome_OpenSetRecognition_list
  A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…
  ☆1,167Updated last year
• ShuoYang-1998 / Few_Shot_Distribution_Calibration
  [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration
  ☆475Updated 3 years ago
• facebookresearch / classifier-balancing
  This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…
  ☆976Updated 3 years ago
• oneTaken / awesome_deep_learning_interpretability
  深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
  ☆757Updated last year
• FLHonker / Awesome-Knowledge-Distillation
  Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
  ☆2,626Updated 2 years ago
• indussky8 / awesome-few-shot-learning
  A review for latest few-shot learning works
  ☆127Updated 3 years ago
• fastnlp / fitlog
  fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
  ☆1,516Updated last year
• YyzHarry / imbalanced-semi-self
  [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
  ☆758Updated 4 years ago