A re-implementation of "Prototypical Networks for Few-shot Learning"
☆330Mar 26, 2020Updated 6 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,079Apr 5, 2022Updated 4 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,236Jan 28, 2021Updated 5 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆571Jun 26, 2019Updated 7 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆655Oct 10, 2021Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆436Jul 31, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,076Oct 22, 2019Updated 7 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆544Jul 25, 2024Updated 2 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆250Feb 15, 2018Updated 8 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,160Dec 14, 2021Updated 4 years ago
- ☆522Jul 5, 2021Updated 5 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 5 years ago
- Repository for few-shot learning machine learning projects☆1,286Nov 25, 2019Updated 6 years ago
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Jul 23, 2018Updated 8 years ago
- Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆133Feb 9, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Few-Shot Image Recognition by Predicting Parameters from Activations☆111Jun 24, 2018Updated 8 years ago
- Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆242May 4, 2019Updated 7 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆785Jun 2, 2025Updated last year
- ☆34Jun 26, 2021Updated 5 years ago
- ☆574Mar 1, 2023Updated 3 years ago
- An implementation of "Prototypical Networks for Few-shot Learning" on a notebook in Pytorch☆58Jun 19, 2020Updated 6 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,482May 16, 2019Updated 7 years ago
- This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning☆36Nov 30, 2021Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆238Nov 6, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆201Jun 20, 2023Updated 3 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆266Sep 22, 2017Updated 9 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…☆350Mar 5, 2024Updated 2 years ago
- Few-Shot Learning with Global Class Representations☆74May 28, 2022Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆215Oct 23, 2026Updated 2 weeks ago
- ☆100May 20, 2020Updated 6 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…☆826Dec 5, 2023Updated 2 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,058Jul 17, 2023Updated 3 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆607Nov 15, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features☆309Aug 30, 2021Updated 5 years ago
- ☆375Jan 22, 2021Updated 5 years ago
- Collection for Few-shot Learning☆990May 31, 2023Updated 3 years ago
- Gaussian prototypical network architecture for few-shot learning☆43Nov 29, 2019Updated 6 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆352Apr 12, 2020Updated 6 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆450Oct 30, 2020Updated 6 years ago
- A novel method for few shot learning☆52Nov 2, 2019Updated 7 years ago