yinboc / prototypical-network-pytorchLinks
A re-implementation of "Prototypical Networks for Few-shot Learning"
☆329Updated 5 years ago
Alternatives and similar repositories for prototypical-network-pytorch
Users that are interested in prototypical-network-pytorch are comparing it to the libraries listed below
Sorting:
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆570Updated 6 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆349Updated 5 years ago
- ☆523Updated 4 years ago
- ☆375Updated 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
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,155Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆234Updated 5 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆217Updated 5 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆390Updated 3 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆543Updated last year
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆139Updated 6 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆177Updated 4 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆202Updated 2 years ago
- Matching Networks for one shot learning☆234Updated 8 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆782Updated 7 months ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆151Updated 4 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,058Updated 3 years ago
- ☆132Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆217Updated 2 years ago
- SSL-FEW-SHOT☆171Updated 5 years ago
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,216Updated 4 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
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Updated 3 years ago
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Updated 7 years ago
- ☆69Updated 6 years ago
- Few shot learning☆156Updated 4 years ago