Jityan / SCLfewshot
The code for "SCL: Self-supervised contrastive learning for few-shot image classification"
☆11Updated last month
Related projects ⓘ
Alternatives and complementary repositories for SCLfewshot
- Code Repository for "SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning"☆16Updated last month
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆33Updated last year
- SSL-FEW-SHOT☆13Updated 4 years ago
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Updated last year
- ☆34Updated last year
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆39Updated last year
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆56Updated 2 years ago
- [ICML 2023] A Closer Look at Few-shot Classification Again☆51Updated last year
- ☆55Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated last year
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆61Updated 3 years ago
- accepted at ICCV 2021☆20Updated last year
- Pytorch source code of ESPT method in AAAI 2023☆21Updated last year
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆56Updated last year
- ☆24Updated 3 years ago
- ☆34Updated 3 years ago
- ☆56Updated 5 months ago
- ☆25Updated 3 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆61Updated last year
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆66Updated 8 months ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆126Updated 9 months ago
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆20Updated 5 months ago
- Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)☆54Updated 5 months ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Updated last year
- ☆33Updated 4 years ago
- Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification☆52Updated last year
- ☆19Updated last year
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆27Updated last year
- Code for "When Does Self-supervision Improve Few-shot Learning?" @ ECCV 2020☆35Updated 3 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆59Updated last year