floodsung / Meta-Learning-PapersLinks
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
☆2,638Updated 6 years ago
Alternatives and similar repositories for Meta-Learning-Papers
Users that are interested in Meta-Learning-Papers are comparing it to the libraries listed below
Sorting:
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,549Updated 4 years ago
- Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆2,678Updated 5 years ago
- A curated list of Meta-Learning resources/papers.☆554Updated 4 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,210Updated 3 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,442Updated 6 years ago
- Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)☆1,756Updated 2 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,045Updated 2 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
- A PyTorch Library for Meta-learning Research☆2,834Updated last year
- Repository for few-shot learning machine learning projects☆1,265Updated 5 years ago
- Collection for Few-shot Learning☆984Updated 2 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,752Updated 2 months ago
- A curated list of papers, code and resources pertaining to zero shot learning☆930Updated 4 years ago
- Omniglot data set for one-shot learning☆1,394Updated 2 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,150Updated 3 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,039Updated 3 years ago
- A curated list of awesome architecture search resources☆1,189Updated 5 years ago
- 2021-2022 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processi…☆857Updated 3 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆772Updated 3 months ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,189Updated 4 years ago
- Code for the paper "On First-Order Meta-Learning Algorithms"☆1,019Updated 2 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…☆814Updated last year
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years ago
- Zero-Shot Learning with GCN (CVPR 2018)☆922Updated 6 years ago
- Collection of generative models in Pytorch version.☆2,637Updated 5 years ago
- A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".☆1,746Updated 6 years ago
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,461Updated 7 years ago
- A very simple generative adversarial network (GAN) in PyTorch☆1,539Updated 4 years ago
- A classified list of meta learning papers based on realm.☆363Updated 2 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆377Updated 3 years ago