yaoyao-liu / meta-transfer-learningLinks
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
☆765Updated 2 months ago
Alternatives and similar repositories for meta-transfer-learning
Users that are interested in meta-transfer-learning are comparing it to the libraries listed below
Sorting:
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆644Updated 3 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,147Updated 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…☆811Updated last year
- Repository for few-shot learning machine learning projects☆1,261Updated 5 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆563Updated 6 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆540Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,032Updated 3 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆320Updated 5 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,187Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆427Updated 5 years ago
- Collection for Few-shot Learning☆984Updated 2 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years 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
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- ☆522Updated 4 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆592Updated 2 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆342Updated 5 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,208Updated 3 years ago
- A curated list of resources about few-shot and one-shot learning☆283Updated 6 years ago
- Reproduce MAML in Pytorch with omniglot dataset.☆104Updated 5 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…☆343Updated last year
- ☆370Updated 4 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆450Updated 4 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,432Updated 6 years ago
- A classified list of meta learning papers based on realm.☆361Updated 2 years ago
- Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch☆247Updated 3 years ago
- ☆575Updated 2 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,037Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago