Jityan / SCLfewshot
The code for "SCL: Self-supervised contrastive learning for few-shot image classification"
☆12Updated 4 months ago
Alternatives and similar repositories for SCLfewshot:
Users that are interested in SCLfewshot are comparing it to the libraries listed below
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆34Updated last year
- ☆38Updated last year
- ☆59Updated 3 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆40Updated last year
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆57Updated 2 years ago
- ☆24Updated 3 years ago
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Updated last year
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Code Repository for "SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning"☆17Updated 4 months ago
- Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)☆57Updated 2 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆63Updated 2 years ago
- [ICML 2023] A Closer Look at Few-shot Classification Again☆55Updated last year
- This repository focuses on the problem of Zero-Shot Open-Set Recognition (ZS-OSR), which aims to accurately classify samples from unseen…☆10Updated last year
- SSL-FEW-SHOT☆14Updated 5 years ago
- Official Repository for "Towards Generalizing to Unseen Domains with Few Labels". (CVPR-24)☆19Updated 5 months ago
- accepted at ICCV 2021☆21Updated last week
- ☆58Updated 8 months ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 3 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆57Updated last year
- (NeurIPS 2022) Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty☆33Updated 11 months ago
- Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)☆12Updated last year
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆115Updated 8 months ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆66Updated 11 months ago
- Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)☆55Updated 8 months ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆80Updated last year
- ☆56Updated 4 years ago
- ☆26Updated last year
- Code for CVPR2024 Paper: Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning☆12Updated 7 months ago
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆21Updated 8 months ago
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆29Updated 2 years ago