anyuexuan / CSS
Code for "Conditional Self-Supervised Learning for Few-Shot Classification" in IJCAI 2021.
☆22Updated 2 years ago
Alternatives and similar repositories for CSS:
Users that are interested in CSS are comparing it to the libraries listed below
- [ICML 2022] Channel Importance Matters in Few-shot Image Classification☆58Updated last year
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆66Updated 2 years ago
- ☆58Updated 3 years 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]☆60Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated last year
- ☆34Updated 3 years ago
- Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)☆52Updated 2 years ago
- This repository focuses on the problem of Zero-Shot Open-Set Recognition (ZS-OSR), which aims to accurately classify samples from unseen…☆11Updated last year
- This repository is the code of paper "Multi-scale Adaptive Task Attention Network for Few-Shot Learning (ICPR-2022)".☆26Updated 2 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆67Updated last year
- [CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency☆25Updated 3 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Official PyTorch Implementation of MSDN (CVPR'22)☆53Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- ☆40Updated 2 years ago
- The code of Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space☆14Updated 2 years ago
- ☆20Updated 2 years ago
- ☆60Updated 9 months ago
- Pytorch source code of ESPT method in AAAI 2023☆22Updated last year
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆31Updated 2 years ago
- Code release for the paper BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. (TIP2020)☆48Updated 4 years ago
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Updated 2 years ago
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆21Updated 10 months ago
- Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"☆106Updated 3 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆135Updated last year
- 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 9 months ago
- Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 202…☆24Updated 2 years ago
- [AAAI 2021] Code release for "Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation" https://arxiv.org/abs/2012.0699…☆35Updated 4 years ago