Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
☆561May 26, 2023Updated 2 years ago
Alternatives and similar repositories for FACIL
Users that are interested in FACIL are comparing it to the libraries listed below
Sorting:
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,057Jan 29, 2026Updated last month
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆418May 30, 2023Updated 2 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆472Apr 10, 2025Updated 10 months ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆606May 11, 2024Updated last year
- Awesome Incremental Learning☆4,410Jan 29, 2026Updated last month
- ☆177Feb 21, 2022Updated 4 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,030Mar 11, 2025Updated 11 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Nov 7, 2024Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,827Nov 5, 2025Updated 3 months ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆169Oct 29, 2021Updated 4 years ago
- Relevant papers in Continual Learning☆741Jul 25, 2023Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆248Sep 20, 2020Updated 5 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆248Jan 14, 2024Updated 2 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆149Jun 30, 2022Updated 3 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆782Feb 23, 2026Updated last week
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆167Jun 22, 2021Updated 4 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆80Feb 7, 2023Updated 3 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆107Sep 3, 2025Updated 6 months ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- ☆269Sep 29, 2021Updated 4 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆119May 13, 2023Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆334Feb 20, 2024Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox