icoz69 / DeepEMDLinks
Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020
☆596Updated 2 years ago
Alternatives and similar repositories for DeepEMD
Users that are interested in DeepEMD are comparing it to the libraries listed below
Sorting:
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆388Updated 2 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆647Updated 3 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆346Updated 5 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆214Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆429Updated 5 years ago
- A review for latest few-shot learning works☆127Updated 3 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆327Updated 5 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,152Updated 3 years ago
- ☆373Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆231Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆200Updated 2 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆591Updated 4 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆179Updated last year
- ☆522Updated 4 years ago
- Collection for Few-shot Learning☆987Updated 2 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Updated 2 years ago
- TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)☆773Updated 4 months ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 3 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Updated 5 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆542Updated last year
- Tools for generating mini-ImageNet dataset and processing batches☆455Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆152Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆568Updated 6 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆568Updated last year
- This repository contains the code for Instance Credibility Inference (ICI).☆85Updated 4 years ago
- ☆131Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆600Updated 5 months ago