yaoyao-liu / meta-transfer-learning
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
☆746Updated last year
Related projects ⓘ
Alternatives and complementary repositories for meta-transfer-learning
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆615Updated 3 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,129Updated 2 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆553Updated 5 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…☆783Updated 11 months ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆528Updated 3 months ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,116Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- ☆519Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,216Updated 4 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆990Updated 2 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,050Updated 5 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆552Updated 6 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆308Updated 4 years ago
- Collection for Few-shot Learning☆973Updated last year
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆419Updated 4 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…☆329Updated 8 months ago
- A classified list of meta learning papers based on realm.☆349Updated 2 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆1,991Updated last year
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆581Updated 2 years ago
- ☆367Updated 3 years ago
- A curated list of resources about few-shot and one-shot learning☆281Updated 5 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆426Updated 4 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆368Updated 3 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆331Updated 4 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆256Updated 7 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,320Updated 5 years ago
- ☆568Updated last year
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,180Updated 3 years ago
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆229Updated 4 years ago