floodsung / Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
☆2,613Updated 5 years ago
Related projects: ⓘ
- Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆2,530Updated 4 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,492Updated 3 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,285Updated 5 years ago
- A PyTorch Library for Meta-learning Research☆2,616Updated 3 months ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆1,969Updated last year
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,163Updated 3 years ago
- A curated list of Meta-Learning resources/papers.☆553Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,196Updated 4 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,043Updated 4 years ago
- Awesome Knowledge Distillation☆3,417Updated 3 weeks ago
- Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)☆1,708Updated last year
- Omniglot data set for one-shot learning☆1,349Updated last year
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,690Updated 3 months ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,692Updated last year
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆976Updated 2 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,105Updated 3 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,127Updated 2 years ago
- Collection for Few-shot Learning☆965Updated last year
- 2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processi…☆862Updated 2 years ago
- ☆3,201Updated 5 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆912Updated 3 years ago
- Collection of generative models in Pytorch version.☆2,590Updated 4 years ago
- pytorch tutorial for beginners☆2,983Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,113Updated 2 months ago
- A collection of AWESOME things about domian adaptation☆5,045Updated 3 weeks ago
- Zero-Shot Learning with GCN (CVPR 2018)☆918Updated 5 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆553Updated 5 years ago
- PyTorch implementation of Contrastive Learning methods☆1,932Updated 11 months ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,304Updated 5 months ago
- A curated list of awesome architecture search resources☆1,180Updated 4 years ago