Collection for Few-shot Learning
☆997May 31, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-papers-fewshot
Users that are interested in awesome-papers-fewshot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,767Oct 14, 2025Updated 5 months ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆390Nov 22, 2022Updated 3 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,159Dec 14, 2021Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆653Oct 10, 2021Updated 4 years ago
- A curated list of resources about few-shot and one-shot learning☆284Apr 22, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Jul 31, 2020Updated 5 years ago
- ☆524Jul 5, 2021Updated 4 years ago
- Repository for few-shot learning machine learning projects☆1,280Nov 25, 2019Updated 6 years ago
- Awesome Few-shot learning☆53Jan 3, 2020Updated 6 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,055Jul 17, 2023Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆604Nov 15, 2022Updated 3 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,561Nov 24, 2020Updated 5 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,063Oct 27, 2025Updated 5 months ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆351Apr 12, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆375Jan 22, 2021Updated 5 years ago
- Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning☆2,658Nov 26, 2018Updated 7 years ago
- Few shot learning☆157Aug 10, 2021Updated 4 years ago
- awesome few shot / meta learning papers☆53May 27, 2021Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Feb 20, 2021Updated 5 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆543Jul 25, 2024Updated last year
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆215Oct 3, 2023Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Nov 19, 2021Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆570Jun 26, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A review for latest few-shot learning works☆126Oct 12, 2021Updated 4 years ago
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆212Jun 27, 2022Updated 3 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆787Jun 2, 2025Updated 9 months ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated last year
- official PyTorch implementation of paper "Continual Meta-Learning with Bayesian Graph Neural Networks" (AAAI2020)☆63Jun 18, 2020Updated 5 years ago
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,476May 16, 2019Updated 6 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 4 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,074Oct 22, 2019Updated 6 years ago
- ☆116Jan 19, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆121Mar 19, 2020Updated 6 years ago
- A dataset of datasets for learning to learn from few examples☆798May 24, 2024Updated last year
- ☆132Mar 4, 2021Updated 5 years ago
- Few Shot Semantic Segmentation Papers☆899Sep 11, 2023Updated 2 years ago
- ☆275Jun 24, 2019Updated 6 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Jan 24, 2021Updated 5 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆236Nov 6, 2020Updated 5 years ago