Han-Jia / UNICORN-MAMLLinks
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
☆44Updated last year
Alternatives and similar repositories for UNICORN-MAML
Users that are interested in UNICORN-MAML are comparing it to the libraries listed below
Sorting:
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Updated 3 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆71Updated 2 years ago
- Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)☆66Updated 4 years ago
- ☆58Updated 4 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆99Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆247Updated 5 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆144Updated last year
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- ☆35Updated 4 years ago
- ☆116Updated 5 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆63Updated 4 years ago
- ☆60Updated 2 years ago
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)☆38Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
- [CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency☆25Updated 4 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆137Updated 2 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆141Updated 2 years ago
- ☆21Updated 3 years ago
- This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning☆35Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆234Updated 5 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆60Updated 3 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆96Updated 4 years ago
- ☆27Updated 4 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆117Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆50Updated 3 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆100Updated 2 years ago
- ☆17Updated 3 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆30Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆126Updated 3 years ago