Sha-Lab / FEAT
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
☆418Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for FEAT
- ☆367Updated 3 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆330Updated 4 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆308Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆615Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆224Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated last year
- ☆519Updated 3 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆553Updated 5 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆426Updated 4 years ago
- ☆129Updated 3 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆136Updated 4 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆581Updated 2 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆528Updated 3 months ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆211Updated last year
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,129Updated 2 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆208Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆227Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆148Updated 3 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 3 years ago
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆208Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆175Updated 3 years ago
- Few shot learning☆155Updated 3 years ago
- ☆112Updated 3 years ago
- SSL-FEW-SHOT☆171Updated 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…☆330Updated 8 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆461Updated last year
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆191Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆571Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆184Updated 3 years ago