xyutao / fscilLinks
Official repository for Few-Shot Class-Incremental Learning (FSCIL)
☆243Updated 4 years ago
Alternatives and similar repositories for fscil
Users that are interested in fscil are comparing it to the libraries listed below
Sorting:
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆164Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆162Updated 3 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆132Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆116Updated 2 years ago
- ☆177Updated 3 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆466Updated 4 months ago
- Awesome Few-Shot Class-Incremental Learning☆242Updated last year
- pytorch implementation of Large Scale Incremental Learning☆66Updated 5 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 5 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆230Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆428Updated 5 years ago
- PyTorch Implementation of iCaRL☆117Updated 6 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆345Updated 5 years ago
- ☆115Updated 4 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆112Updated 2 years ago
- ☆58Updated 3 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- ☆58Updated 3 years ago
- ☆36Updated 3 years ago
- ☆98Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆143Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning☆101Updated 4 years ago
- PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"☆44Updated last year
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆91Updated 4 years ago
- pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version☆42Updated 6 years ago