orobix / Prototypical-Networks-for-Few-shot-Learning-PyTorch
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
☆1,002Updated 2 years ago
Alternatives and similar repositories for Prototypical-Networks-for-Few-shot-Learning-PyTorch:
Users that are interested in Prototypical-Networks-for-Few-shot-Learning-PyTorch are comparing it to the libraries listed below
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,134Updated 4 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,130Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆556Updated 5 years ago
- Repository for few-shot learning machine learning projects☆1,226Updated 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 re-implementation of "Prototypical Networks for Few-shot Learning"☆314Updated 4 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆756Updated 2 years ago
- This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and Min…☆336Updated 11 months ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆628Updated 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…☆792Updated last year
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆531Updated 6 months ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆557Updated 6 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆423Updated 4 years ago
- ☆573Updated last year
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,008Updated last year
- ☆370Updated 4 years ago
- A dataset of datasets for learning to learn from few examples☆768Updated 8 months ago
- Matching Networks for one shot learning☆229Updated 7 years ago
- ☆521Updated 3 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆431Updated 4 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆369Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆254Updated 7 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,355Updated 5 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆328Updated 6 years ago
- A curated list of resources about few-shot and one-shot learning☆282Updated 5 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆335Updated 4 years ago
- Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆2,592Updated 5 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆588Updated 2 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,192Updated 3 years ago