plai-group / simple-cnapsLinks
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
☆58Updated 3 years ago
Alternatives and similar repositories for simple-cnaps
Users that are interested in simple-cnaps are comparing it to the libraries listed below
Sorting:
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆139Updated last year
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆70Updated 5 months ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 4 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆70Updated 2 years ago
- ☆116Updated 4 years ago
- ☆58Updated 3 years ago
- Few-shot learning with mislabeled support samples☆43Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆32Updated 3 years ago
- ☆61Updated last year
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Updated 3 years ago
- ☆34Updated 3 years ago
- accepted at ICCV 2021☆21Updated 9 months ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123Updated 2 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆105Updated 4 years ago
- [ICML 2022] Channel Importance Matters in Few-shot Image Classification☆59Updated 2 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆102Updated 2 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆38Updated 2 years ago
- Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"☆107Updated 4 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated 2 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆126Updated 2 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆66Updated 2 years ago
- ☆91Updated 3 years ago
- Code release for "Cycle Self-Training for Domain Adaptation" (NeurIPS 2021)☆53Updated 3 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆40Updated 2 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆30Updated 2 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆85Updated 4 years ago
- ☆61Updated 2 years ago
- ☆26Updated 4 years ago