kjunelee / MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
☆535Updated 8 months ago
Alternatives and similar repositories for MetaOptNet:
Users that are interested in MetaOptNet are comparing it to the libraries listed below
- Meta Learning for Semi-Supervised Few-Shot Classification☆560Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆633Updated 3 years ago
- ☆520Updated 3 years ago
- ☆370Updated 4 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆761Updated 2 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆316Updated 5 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆561Updated 6 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆256Updated 7 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆422Updated 4 years ago
- Implementation of Meta-Learning with Latent Embedding Optimization☆306Updated 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…☆339Updated last year
- A curated list of resources about few-shot and one-shot learning☆282Updated 5 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,142Updated 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…☆805Updated last year
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆340Updated 5 years ago
- Matching Networks for one shot learning☆230Updated 7 years ago
- A classified list of meta learning papers based on realm.☆358Updated 2 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆372Updated 3 years ago
- ☆154Updated 5 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,066Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,019Updated 3 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆442Updated 4 years ago
- ☆574Updated 2 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆387Updated 2 years ago
- Few shot learning☆155Updated 3 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆218Updated 5 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆180Updated 2 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆249Updated 7 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 5 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆115Updated 5 years ago