floodsung / LearningToCompare_FSLLinks
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
☆1,073Updated 6 years ago
Alternatives and similar repositories for LearningToCompare_FSL
Users that are interested in LearningToCompare_FSL are comparing it to the libraries listed below
Sorting:
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,155Updated 4 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…☆344Updated last year
- Meta Learning for Semi-Supervised Few-Shot Classification☆570Updated 6 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,216Updated 4 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,058Updated 3 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆543Updated last year
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆782Updated 7 months ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆329Updated 5 years ago
- Repository for few-shot learning machine learning projects☆1,279Updated 6 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Updated 4 years ago
- ☆523Updated 4 years ago
- ☆578Updated 2 years ago
- Matching Networks for one shot learning☆234Updated 8 years ago
- Collection for Few-shot Learning☆995Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆601Updated 3 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆263Updated 8 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆333Updated 7 years ago
- Transfer Learning Library☆463Updated 4 years ago
- A curated list of resources about few-shot and one-shot learning☆284Updated 6 years ago
- A curated list of papers, code and resources pertaining to zero shot learning☆934Updated 4 years ago
- ☆579Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Updated 3 years ago
- ☆275Updated 6 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆377Updated 4 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 7 years ago
- Unsupervised Domain Adaptation Papers and Code☆767Updated 4 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)☆271Updated 7 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆390Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Updated 5 years ago