xyutao / fscil
Official repository for Few-Shot Class-Incremental Learning (FSCIL)
☆232Updated 4 years ago
Alternatives and similar repositories for fscil:
Users that are interested in fscil are comparing it to the libraries listed below
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆163Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆160Updated 3 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆127Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆188Updated 3 years ago
- ☆177Updated 3 years ago
- Awesome Few-Shot Class-Incremental Learning☆236Updated last year
- ☆98Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆108Updated last year
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆201Updated 3 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆467Updated 2 years ago
- Implementation of Learning without Forgetting paper☆132Updated 4 years ago
- PyTorch Implementation of iCaRL☆115Updated 5 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆135Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆398Updated last year
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆226Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- ☆35Updated 3 years ago
- ☆58Updated 3 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆423Updated 4 years ago
- This is the Pytorch implementation of LwF☆74Updated 3 months ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆95Updated 3 years ago
- ☆114Updated 4 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆340Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆149Updated 4 years ago
- ☆56Updated 3 years ago
- 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
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated last year
- pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version☆42Updated 6 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆109Updated 2 years ago