e-271 / awesome-few-shot-learningView external linksLinks
A curated list of resources about few-shot and one-shot learning
☆284Apr 22, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-few-shot-learning
Users that are interested in awesome-few-shot-learning are comparing it to the libraries listed below
Sorting:
- A curated list of papers, code and resources pertaining to zero shot learning☆936Jul 28, 2021Updated 4 years ago
- Collection for Few-shot Learning☆996May 31, 2023Updated 2 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,159Dec 14, 2021Updated 4 years ago
- Awesome papers in few-shot learning/one-shot learning.☆30Jan 31, 2019Updated 7 years ago
- A curated list of Meta-Learning resources/papers.☆553Dec 21, 2020Updated 5 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,563Nov 24, 2020Updated 5 years ago
- ☆524Jul 5, 2021Updated 4 years ago
- Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning☆2,658Nov 26, 2018Updated 7 years ago
- Repository for few-shot learning machine learning projects☆1,279Nov 25, 2019Updated 6 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆783Jun 2, 2025Updated 8 months ago
- Adaptive Cross-Modal Few-shot learning OSS code. This is a ServiceNow Research project that was started at Element AI.☆65Jun 22, 2022Updated 3 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
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,766Oct 14, 2025Updated 4 months ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,052Jul 17, 2023Updated 2 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆121Mar 19, 2020Updated 5 years ago
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆49Jul 24, 2020Updated 5 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆543Jul 25, 2024Updated last year
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆202Jun 20, 2023Updated 2 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Mar 9, 2020Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Oct 10, 2021Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆569Jun 26, 2019Updated 6 years ago
- IJCAI 2019 : Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph☆56Sep 25, 2019Updated 6 years ago
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆148Jul 21, 2020Updated 5 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Jan 24, 2021Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,061Apr 5, 2022Updated 3 years ago
- Network acceleration methods☆178Jun 19, 2021Updated 4 years ago
- Awesome Few-shot learning☆54Jan 3, 2020Updated 6 years ago
- ☆95Nov 1, 2020Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Jul 31, 2020Updated 5 years ago
- SSL-FEW-SHOT☆172Feb 11, 2020Updated 6 years ago
- Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features☆310Aug 30, 2021Updated 4 years ago
- code for ICCV19 paper "Deep Meta Metric Learning"☆109Jul 25, 2024Updated last year
- The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.☆56Oct 8, 2020Updated 5 years ago
- Code for TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning (CVPR 2019)☆56Apr 4, 2020Updated 5 years ago
- ☆100May 20, 2020Updated 5 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- FSS-1000, A 1000-class Dataset For Few-shot Segmentation☆280Dec 16, 2020Updated 5 years ago
- Few-Shot Learning with Localization in Realistic Settings☆48Aug 17, 2025Updated 5 months ago
- Few shot learning☆157Aug 10, 2021Updated 4 years ago