orobix / Prototypical-Networks-for-Few-shot-Learning-PyTorchLinks
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
☆1,041Updated 3 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
Sorting:
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,192Updated 4 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,152Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,270Updated 5 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆568Updated 6 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆773Updated 4 months ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,071Updated 5 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆327Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆647Updated 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…☆344Updated last year
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆542Updated last year
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆429Updated 5 years ago
- ☆522Updated 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…☆815Updated last year
- ☆576Updated 2 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆565Updated 6 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆377Updated 3 years ago
- ☆373Updated 4 years ago
- Matching Networks for one shot learning☆233Updated 7 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆931Updated 4 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,047Updated 2 years ago
- Unsupervised Domain Adaptation Papers and Code☆762Updated 4 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆332Updated 7 years ago
- Collection for Few-shot Learning☆987Updated 2 years ago
- A dataset of datasets for learning to learn from few examples☆790Updated last year
- Tools for generating mini-ImageNet dataset and processing batches☆455Updated 4 years ago
- A PyTorch implementation for Adversarial Discriminative Domain Adaptation☆488Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆388Updated 2 years ago
- A collection of implementations of adversarial domain adaptation algorithms☆637Updated 4 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆260Updated 8 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago