sbharadwajj / awesome-zero-shot-learning
A curated list of papers, code and resources pertaining to zero shot learning
☆921Updated 3 years ago
Alternatives and similar repositories for awesome-zero-shot-learning
Users that are interested in awesome-zero-shot-learning are comparing it to the libraries listed below
Sorting:
- A curated list of resources about few-shot and one-shot learning☆282Updated 6 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,144Updated 3 years ago
- Collection for Few-shot Learning☆981Updated last year
- ☆521Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆861Updated 2 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆638Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆560Updated 5 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆387Updated 2 years ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- Unsupervised Domain Adaptation Papers and Code☆753Updated 3 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,068Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,023Updated 3 years ago
- Repository for few-shot learning machine learning projects☆1,247Updated 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…☆342Updated last year
- Zero-Shot Learning with GCN (CVPR 2018)☆921Updated 6 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,165Updated 4 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)☆267Updated 6 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆536Updated 9 months ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆760Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆587Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆424Updated 4 years ago
- A curated list of Meta-Learning resources/papers.☆554Updated 4 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆316Updated 5 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,532Updated 4 years ago
- FSL-Mate: A collection of resources for few-shot learning (FSL).☆1,744Updated 10 months ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆969Updated 3 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆670Updated 3 years ago
- ☆575Updated 2 years ago
- Deep Metric Learning☆780Updated 4 years ago