mmasana / FACILLinks
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
☆553Updated 2 years ago
Alternatives and similar repositories for FACIL
Users that are interested in FACIL are comparing it to the libraries listed below
Sorting:
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆410Updated 2 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
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆718Updated 2 weeks ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆967Updated last week
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆162Updated 3 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- Awesome Few-Shot Class-Incremental Learning☆241Updated last year
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆243Updated 4 years ago
- ☆98Updated 3 years ago
- PyTorch Implementation of iCaRL☆117Updated 6 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆263Updated 9 months ago
- ☆177Updated 3 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆303Updated last year
- A clean and simple data loading library for Continual Learning☆436Updated 2 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆164Updated 4 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆77Updated 2 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆131Updated last year
- Relevant papers in Continual Learning☆735Updated 2 years ago
- ☆262Updated 3 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,748Updated 3 months ago
- This is the Pytorch implementation of LwF☆77Updated 7 months ago
- ☆36Updated 3 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆116Updated 2 years ago
- Continual Learning papers list, curated by ContinualAI☆651Updated last year
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆143Updated 3 years ago