WangYueFt / rfsView external linksLinks
☆375Jan 22, 2021Updated 5 years ago
Alternatives and similar repositories for rfs
Users that are interested in rfs are comparing it to the libraries listed below
Sorting:
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,159Dec 14, 2021Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆433Jul 31, 2020Updated 5 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆151Feb 20, 2021Updated 4 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆651Oct 10, 2021Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Dec 19, 2019Updated 6 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆543Jul 25, 2024Updated last year
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆217Oct 3, 2023Updated 2 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆603Nov 15, 2022Updated 3 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆85Jun 7, 2021Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆236Nov 6, 2020Updated 5 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆102Oct 3, 2023Updated 2 years ago
- ☆132Mar 4, 2021Updated 4 years ago
- ☆524Jul 5, 2021Updated 4 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆351Apr 12, 2020Updated 5 years ago
- SSL-FEW-SHOT☆172Feb 11, 2020Updated 6 years ago
- ☆91Mar 21, 2022Updated 3 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 3 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Nov 19, 2021Updated 4 years ago
- A dataset of datasets for learning to learn from few examples☆798May 24, 2024Updated last year
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆212Jun 27, 2022Updated 3 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,052Jul 17, 2023Updated 2 years ago
- Collection for Few-shot Learning☆996May 31, 2023Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Mar 25, 2023Updated 2 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆38Mar 14, 2023Updated 2 years ago
- Few shot learning☆157Aug 10, 2021Updated 4 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆217Sep 3, 2020Updated 5 years ago
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆148Jul 21, 2020Updated 5 years ago
- Laplacian Regularized Few Shot Learning☆85Jun 9, 2022Updated 3 years ago
- ☆11Oct 8, 2020Updated 5 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆569Jun 26, 2019Updated 6 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆783Jun 2, 2025Updated 8 months ago
- Code for "Associative alignment for few-shot image classification"- ECCV'2020.☆20Nov 23, 2020Updated 5 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆60Jan 6, 2023Updated 3 years ago
- The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"☆26Apr 23, 2022Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Nov 10, 2020Updated 5 years ago
- Few-Shot Learning with Global Class Representations☆74May 28, 2022Updated 3 years ago
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆27Dec 29, 2022Updated 3 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated last year