Shandilya21 / Few-ShotLinks
A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.
☆87Updated 2 years ago
Alternatives and similar repositories for Few-Shot
Users that are interested in Few-Shot are comparing it to the libraries listed below
Sorting:
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated 2 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123Updated 2 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆117Updated last year
- PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"☆44Updated last year
- Example of one shot learning and few shot learning with omniglot dataset.☆27Updated 4 years ago
- Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"☆32Updated 4 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Updated 3 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Updated 3 years ago
- PyTorch implementation for "Few-Shot Learning with Class Imbalance"☆37Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆215Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆234Updated 5 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆102Updated 2 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆223Updated 3 years ago
- ☆27Updated 4 years ago
- ☆69Updated 6 years ago
- A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆56Updated 5 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆246Updated 5 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Updated 4 years ago
- ☆39Updated 2 months ago
- Latest progresses (papers & datasets) of zero-shot learning.☆84Updated 3 years ago
- Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch☆255Updated 3 years ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Updated 2 years ago
- ☆58Updated 3 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆108Updated 3 years ago
- Independent implementation of Supervised Contrastive Loss. Straight to the point and beyond☆85Updated 5 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 4 years ago
- [AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning☆139Updated 5 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆299Updated 3 years ago