mmasana / FACILLinks
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
☆554Updated 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…☆416Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated 2 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Updated 7 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆753Updated last week
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,019Updated 3 months ago
- Awesome Few-Shot Class-Incremental Learning☆247Updated last year
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆167Updated 4 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆246Updated 5 years ago
- ☆101Updated 3 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆318Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆603Updated last year
- Evaluate three types of task shifting with popular continual learning algorithms.☆523Updated 4 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆270Updated last year
- ☆177Updated 3 years ago
- A clean and simple data loading library for Continual Learning☆441Updated 2 years ago
- PyTorch Implementation of iCaRL☆118Updated 6 years ago
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆165Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Updated 4 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,796Updated last month
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆79Updated 2 years ago
- Relevant papers in Continual Learning☆740Updated 2 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)☆136Updated 2 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆42Updated last year
- ☆268Updated 4 years ago
- This is the Pytorch implementation of LwF☆79Updated 11 months ago
- Continual Learning papers list, curated by ContinualAI☆670Updated last year
- A list of papers that studies Novel Class Discovery☆509Updated 3 months ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆117Updated 2 years ago