MasLiang / Learning-without-Forgetting-using-Pytorch
This is the Pytorch implementation of LwF
☆73Updated 2 months ago
Alternatives and similar repositories for Learning-without-Forgetting-using-Pytorch:
Users that are interested in Learning-without-Forgetting-using-Pytorch are comparing it to the libraries listed below
- Implementation of Learning without Forgetting paper☆129Updated 4 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆160Updated 3 years ago
- ☆98Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆231Updated 4 years ago
- ☆176Updated 3 years ago
- PyTorch Implementation of iCaRL☆112Updated 5 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated last year
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆125Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆188Updated 3 years ago
- Awesome Few-Shot Class-Incremental Learning☆234Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆201Updated 3 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆162Updated 3 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆76Updated 2 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆108Updated last year
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆467Updated 2 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆93Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆241Updated 4 months ago
- ☆35Updated 3 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆51Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆397Updated last year
- ☆56Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆93Updated 2 years ago
- The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.☆51Updated 2 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Updated 6 years ago
- Open Set Recognition☆157Updated 3 years ago
- ☆23Updated 2 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆86Updated 3 years ago
- PyTorch Implementation of Robust Classification with Convolutional Prototype Learning☆66Updated 5 years ago
- ☆35Updated 3 years ago