This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients.
☆117Jun 11, 2024Updated 2 years ago
Alternatives and similar repositories for easy
Users that are interested in easy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Routines to train standard datasets, used in BRAIn☆17Nov 27, 2023Updated 2 years ago
- ☆20Mar 4, 2026Updated 7 months ago
- ☆13Jun 12, 2025Updated last year
- ☆59Jun 21, 2024Updated 2 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆214Oct 23, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆70Feb 28, 2023Updated 3 years ago
- accepted at ICCV 2021☆21Feb 10, 2025Updated last year
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆184Mar 16, 2024Updated 2 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆436Jul 31, 2020Updated 6 years ago
- Pytorch source code of ESPT method in AAAI 2023☆22Jul 23, 2023Updated 3 years ago
- ☆116Jan 19, 2021Updated 5 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Dec 26, 2021Updated 4 years ago
- ☆200Nov 8, 2024Updated last year
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆42Jul 5, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020☆607Nov 15, 2022Updated 3 years ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Mar 25, 2023Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Mar 25, 2023Updated 3 years ago
- Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 202…☆27Nov 18, 2022Updated 3 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆137Jul 10, 2023Updated 3 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆113Dec 27, 2022Updated 3 years ago
- For CVPR2022 Submission☆10Sep 4, 2022Updated 4 years ago
- This is the pytorch implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" ht…☆11Jan 10, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated 2 years ago
- ☆16Mar 9, 2023Updated 3 years ago
- ☆26Dec 28, 2023Updated 2 years ago
- Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)☆53Jun 11, 2022Updated 4 years ago
- The Pytorch code of "Asymmetric Distribution Measure for Few-shot Learning", IJCAI 2020.☆15Oct 9, 2020Updated 6 years ago
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 6 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆44Mar 21, 2023Updated 3 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆102Oct 3, 2023Updated 3 years ago
- This repository contains the pytorch code for our BMVC 2022 paper "BaseTransformers: Attention over base data-points for One Shot Learnin…☆13Mar 20, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆61Mar 28, 2025Updated last year
- ☆34Sep 24, 2022Updated 4 years ago
- Pytorch implementation of our work "Domain-Invariant Representation Learning of Bird Sounds" (ICASSP 2026)☆13Feb 24, 2026Updated 8 months ago
- [CVPR 2025] This repository is the official implementation of "ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Langua…☆25Apr 1, 2025Updated last year
- Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.☆1,317Nov 13, 2024Updated last year
- This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".☆26Jul 4, 2022Updated 4 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,073Oct 27, 2025Updated last year