mmasana / FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
☆545Updated last year
Alternatives and similar repositories for FACIL:
Users that are interested in FACIL are comparing it to the libraries listed below
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆398Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆655Updated 2 weeks ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆465Updated this week
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆400Updated last year
- Evaluate three types of task shifting with popular continual learning algorithms.☆518Updated 3 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆201Updated 3 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆576Updated 11 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆910Updated last month
- Awesome Few-Shot Class-Incremental Learning☆237Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆291Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,680Updated 3 weeks ago
- Relevant papers in Continual Learning☆727Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆243Updated 5 months ago
- ☆177Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆160Updated 3 years ago
- Continual Learning papers list, curated by ContinualAI☆621Updated 11 months ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆232Updated 4 years ago
- A clean and simple data loading library for Continual Learning☆428Updated last year
- ☆99Updated 2 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆403Updated last week
- PyTorch Implementation of iCaRL☆115Updated 5 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆234Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆188Updated 3 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆163Updated 3 years ago
- ☆255Updated 3 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 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
- Implementation of Learning without Forgetting paper☆132Updated 4 years ago
- This is the Pytorch implementation of LwF☆74Updated 3 months ago
- A curated list of Continual Learning papers and BibTeX entries☆179Updated 5 months ago