google-research / meta-datasetLinks
A dataset of datasets for learning to learn from few examples
☆789Updated last year
Alternatives and similar repositories for meta-dataset
Users that are interested in meta-dataset are comparing it to the libraries listed below
Sorting:
- ☆371Updated 4 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…☆812Updated last year
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆542Updated last year
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,150Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆566Updated 6 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆771Updated 3 months ago
- A classified list of meta learning papers based on realm.☆363Updated 2 years ago
- Repository for few-shot learning machine learning projects☆1,266Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,044Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆428Updated 5 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆454Updated 4 years ago
- Implementation of Meta-Learning with Latent Embedding Optimization☆310Updated 6 years ago
- A curated list of Meta-Learning resources/papers.☆554Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆645Updated 3 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,039Updated 3 years ago
- ☆522Updated 4 years ago
- ☆334Updated last month
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆237Updated 5 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆231Updated 4 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,623Updated 3 years ago
- Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch☆248Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆385Updated 2 years ago
- Relevant papers in Continual Learning☆736Updated 2 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 5 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆521Updated 4 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆401Updated 6 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆377Updated 3 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago