wyharveychen / CloserLookFewShotLinks
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
☆1,149Updated 3 years ago
Alternatives and similar repositories for CloserLookFewShot
Users that are interested in CloserLookFewShot are comparing it to the libraries listed below
Sorting:
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,191Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆644Updated 3 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,035Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆566Updated 6 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆769Updated 2 months ago
- Repository for few-shot learning machine learning projects☆1,262Updated 5 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 re-implementation of "Prototypical Networks for Few-shot Learning"☆322Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆428Updated 5 years ago
- ☆522Updated 4 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆542Updated last year
- Collection for Few-shot Learning☆984Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆593Updated 2 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…☆343Updated last year
- A curated list of papers, code and resources pertaining to zero shot learning☆929Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 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…☆809Updated last year
- ☆370Updated 4 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆454Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆866Updated 3 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆345Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,043Updated 2 years ago
- A dataset of datasets for learning to learn from few examples☆786Updated last year
- ☆577Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆974Updated 3 years ago
- A curated list of resources about few-shot and one-shot learning☆283Updated 6 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆754Updated 4 years ago