yaoyao-liu / few-shot-classification-leaderboardLinks
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
☆387Updated 2 years ago
Alternatives and similar repositories for few-shot-classification-leaderboard
Users that are interested in few-shot-classification-leaderboard are comparing it to the libraries listed below
Sorting:
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆425Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆640Updated 3 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆587Updated 2 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆341Updated 5 years ago
- A review for latest few-shot learning works☆127Updated 3 years ago
- ☆370Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆229Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆212Updated 4 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,146Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆560Updated 5 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆317Updated 5 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆762Updated 2 years ago
- Collection for Few-shot Learning☆981Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆447Updated 4 years ago
- ☆520Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆237Updated 4 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆179Updated 10 months 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
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆198Updated last year
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆536Updated 10 months ago
- ☆114Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Updated 5 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆150Updated 4 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Updated 2 years ago
- SSL-FEW-SHOT☆172Updated 5 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Updated 3 years ago
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆178Updated last year
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,069Updated 5 years ago