fiveai / on-episodes-fslLinks
This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning
☆35Updated 3 years ago
Alternatives and similar repositories for on-episodes-fsl
Users that are interested in on-episodes-fsl are comparing it to the libraries listed below
Sorting:
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 4 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- ☆115Updated 4 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆136Updated last year
- ☆58Updated 3 years ago
- Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy☆33Updated 5 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆122Updated 2 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆69Updated 2 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆100Updated last year
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆112Updated 2 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆60Updated 2 years ago
- awesome few shot / meta learning papers☆53Updated 4 years ago
- ☆90Updated 3 years ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆169Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆105Updated 4 years ago
- [AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning☆139Updated 4 years ago
- Few-shot learning with mislabeled support samples☆44Updated 2 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆231Updated 4 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆85Updated 4 years ago
- [AAAI 2022] Label Hallucination for Few-Shot Classification☆26Updated 2 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆67Updated 3 months ago
- infinite mixture prototypes for few-shot learning☆51Updated 2 years ago
- ☆60Updated 3 years ago
- ☆60Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆177Updated 4 years ago
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆75Updated 2 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆152Updated 4 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆38Updated 2 years ago
- PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.☆123Updated 2 years ago