The summary of code and paper for few-shot learning in fine-grained recognition
☆84Jun 26, 2025Updated last year
Alternatives and similar repositories for Awesome-Fine-Grained-Few-Shot-Learning
Users that are interested in Awesome-Fine-Grained-Few-Shot-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)☆48Nov 21, 2023Updated 2 years ago
- Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification☆69Aug 5, 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
- [TCSVT 2023, Highly Cited Paper] Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment☆24Aug 10, 2025Updated last year
- ☆17Oct 7, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Oct 16, 2025Updated last year
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆391Nov 22, 2022Updated 3 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆44Mar 21, 2023Updated 3 years ago
- ☆21Jan 5, 2023Updated 3 years ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆70Feb 28, 2023Updated 3 years ago
- ☆42Dec 11, 2023Updated 2 years ago
- Few shot recognition using CLIP's OpenAI architecture.☆36Aug 2, 2021Updated 5 years ago
- Official code Implementation of "Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP" (AAA…☆21Dec 17, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [CVPR2024] Simple Semantic-Aided Few-Shot Learning☆62Sep 1, 2024Updated 2 years ago
- ☆34Sep 24, 2022Updated 4 years ago
- This repository lists some awesome public projects about Zero-shot/Few-shot Learning based on CLIP (Contrastive Language-Image Pre-Traini…☆31Nov 28, 2024Updated last year
- Code for "Continuous-Time Meta-Learning with Forward Mode Differentiation" (ICLR 2022)☆25Mar 4, 2022Updated 4 years ago
- A PyTorch Toolbox for Cross-Domain Few-Shot Learning and Meta-Learning☆12Mar 14, 2024Updated 2 years ago
- ☆16Nov 12, 2022Updated 3 years ago
- ☆28Dec 29, 2023Updated 2 years ago
- Official implementation of "FET-FGVC: Feature-Enhanced Transformer for Fine-Grained Visual Classification"☆17Dec 18, 2024Updated last year
- Official repository for Self-Attention Message Passing for Contrastive Few-Shot Learning☆13Feb 20, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆17Mar 9, 2025Updated last year
- 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
- PyTorch Implementation for InMaP☆12Oct 28, 2023Updated 2 years ago
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Mar 20, 2023Updated 3 years ago
- ☆34Jun 26, 2021Updated 5 years ago
- [CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency☆26Apr 15, 2021Updated 5 years ago
- Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments (ECCV 2022)☆26Nov 12, 2024Updated last year
- The Pytorch code of "Distribution Consistency based Covariance Metric Networks for Few-shot Learning", AAAI 2019.☆56Oct 8, 2020Updated 6 years ago
- ☆14Apr 1, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This is a code demo for the paper "Cross-Domain Few-shot Hyperspectral Image Classification with Cross-Modal Alignment and Supervised Con…☆21Jul 9, 2025Updated last year
- ☆20Apr 14, 2023Updated 3 years ago
- Code for our paper "HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition".☆15Jan 3, 2023Updated 3 years ago
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.☆1,071Oct 27, 2025Updated 11 months ago
- [ Arxiv 2023 ] This repository contains the code for "MUPPET: Multi-Modal Few-Shot Temporal Action Detection"☆16Aug 30, 2023Updated 3 years ago
- Few shot learning for human pose estimation☆32Apr 13, 2024Updated 2 years ago
- Source code of the paper Multi-Granularity Part Sampling Attention for Fine-Grained Visual Classification☆41Jan 14, 2025Updated last year