yinboc / prototypical-network-pytorch
A re-implementation of "Prototypical Networks for Few-shot Learning"
☆316Updated 5 years ago
Alternatives and similar repositories for prototypical-network-pytorch:
Users that are interested in prototypical-network-pytorch are comparing it to the libraries listed below
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆422Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆560Updated 5 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆341Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆634Updated 3 years ago
- ☆520Updated 3 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…☆340Updated last year
- ☆370Updated 4 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆535Updated 9 months ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,142Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆228Updated 4 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆198Updated last year
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆213Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- Matching Networks for one shot learning☆230Updated 7 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Updated 4 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Updated 3 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,163Updated 4 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆256Updated 7 years ago
- SSL-FEW-SHOT☆172Updated 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
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆387Updated 2 years ago
- ☆132Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆249Updated 7 years ago
- Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)☆288Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,020Updated 3 years ago
- A curated list of resources about few-shot and one-shot learning☆282Updated 6 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆94Updated 2 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆761Updated 2 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year