Duan-JM / awesome-papers-fewshot
Collection for Few-shot Learning
☆972Updated last year
Alternatives and similar repositories for awesome-papers-fewshot:
Users that are interested in awesome-papers-fewshot are comparing it to the libraries listed below
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,131Updated 3 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆626Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆585Updated 2 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,728Updated 7 months ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆754Updated 2 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,130Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,224Updated 5 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,516Updated 4 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆915Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆423Updated 4 years ago
- A curated list of long-tailed recognition resources.☆585Updated last year
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,350Updated 5 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,058Updated 5 years ago
- A classified list of meta learning papers based on realm.☆352Updated 2 years ago
- A curated list of resources about few-shot and one-shot learning☆282Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,002Updated 2 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆557Updated 5 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,105Updated 10 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆851Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆954Updated 3 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…☆791Updated last year
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,004Updated last year
- A review for latest few-shot learning works☆125Updated 3 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆336Updated 4 years ago
- ☆520Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,242Updated 4 months ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆531Updated 5 months ago
- ☆370Updated 3 years ago