[ICML 2023] A Closer Look at Few-shot Classification Again
☆60Jun 5, 2023Updated 3 years ago
Alternatives and similar repositories for CloserLookAgainFewShot
Users that are interested in CloserLookAgainFewShot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Feb 26, 2024Updated 2 years ago
- [ICML 2022] Channel Importance Matters in Few-shot Image Classification☆59Apr 19, 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
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆147Feb 23, 2024Updated 2 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆70Feb 28, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆42Mar 29, 2023Updated 3 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Dec 27, 2022Updated 3 years ago
- ☆17Apr 5, 2023Updated 3 years ago
- Official Implementation of CVPR 2023 paper: "Meta-Learning with a Geometry-Adaptive Preconditioner"☆21May 23, 2023Updated 3 years ago
- ☆59Jun 21, 2024Updated 2 years ago
- ☆199Nov 8, 2024Updated last year
- ☆11Dec 13, 2023Updated 2 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆44Mar 21, 2023Updated 3 years ago
- [PR 2022, Highly Cited Paper] Learning Attention-Guided Pyramidal Features for Few-shot Fine-grained Recognition☆16Jan 23, 2023Updated 3 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.
- Code for CVPR2024 Paper: Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning☆16Jul 4, 2024Updated 2 years ago
- vit for few-shot classification☆48Mar 24, 2023Updated 3 years ago
- Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid☆15Dec 6, 2022Updated 3 years ago
- [NeurIPS 2023] Focus Your Attention when Few-Shot Classification☆17Feb 26, 2024Updated 2 years ago
- ☆116Jan 19, 2021Updated 5 years ago
- Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)☆17Dec 18, 2023Updated 2 years ago
- ☆31Nov 28, 2023Updated 2 years ago
- This repository contains the experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Sho…☆11Apr 20, 2022Updated 4 years ago
- The Pytorch implemetation of "FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging", AAAI 2024.☆11Mar 4, 2024Updated 2 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.
- [MIPR 2022 & TMM 2023] "Attentive Graph Neural Networks for Few-shot Learning" with its extension version☆16Apr 17, 2023Updated 3 years ago
- Few-Shot Diffusion Models☆114Jan 10, 2023Updated 3 years ago
- Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.☆1,316Nov 13, 2024Updated last year
- ☆21May 14, 2023Updated 3 years ago
- A dataset of datasets for learning to learn from few examples☆803May 24, 2024Updated 2 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆21Sep 18, 2021Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Official PyTorch Implementation of Cross-Domain Few-Shot Semantic Segmentation, ECCV 2022☆88Jun 3, 2025Updated last year
- FEWSAM Few-shot Segmentation tool based on Segment Anything☆35Oct 23, 2024Updated last year
- 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.
- Code for "Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data"☆12Jan 5, 2021Updated 5 years ago
- Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)☆48Nov 21, 2023Updated 2 years ago
- [TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection☆58Jul 1, 2025Updated last year
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Mar 20, 2023Updated 3 years ago
- ☆15Mar 5, 2023Updated 3 years ago
- [ICLR 2023] Official code repository for "Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning"☆61Jun 6, 2023Updated 3 years ago
- Code for the Nadaraya-Watson Head - an interpretable/explainable, nonparametric classification head which can be used with any neural net…☆10Jul 16, 2024Updated 2 years ago