Duan-JM / awesome-papers-fewshotLinks
Collection for Few-shot Learning
☆995Updated 2 years ago
Alternatives and similar repositories for awesome-papers-fewshot
Users that are interested in awesome-papers-fewshot are comparing it to the libraries listed below
Sorting:
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,767Updated 3 months ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,157Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,280Updated 6 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆603Updated 3 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆935Updated 4 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆782Updated 7 months ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,563Updated 5 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,217Updated 5 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Updated 5 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 4 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,073Updated 6 years ago
- A review for latest few-shot learning works☆127Updated 4 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,060Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 4 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,472Updated 6 years ago
- A curated list of resources about few-shot and one-shot learning☆284Updated 6 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,196Updated last year
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆329Updated 5 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆569Updated 6 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆349Updated 5 years ago
- The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) p…☆825Updated 2 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,052Updated 2 years ago
- All about domain generalization☆841Updated 11 months ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,058Updated 3 months ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,310Updated last year
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Updated 3 years ago