A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and survey (Neurocomputing).
☆426May 30, 2023Updated 3 years ago
Alternatives and similar repositories for online-continual-learning
Users that are interested in online-continual-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆570May 26, 2023Updated 3 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆107Dec 8, 2022Updated 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…☆1,891Nov 5, 2025Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆848May 20, 2026Updated 5 months ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆530Apr 26, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆411Oct 3, 2023Updated 3 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated last year
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆27Feb 27, 2026Updated 8 months ago
- Awesome Incremental Learning☆4,529Oct 26, 2026Updated last week
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆26Jul 18, 2022Updated 4 years ago
- Online Prototype Learning for Online Continual Learning (ICCV 2023)☆46Dec 8, 2023Updated 2 years ago
- Relevant papers in Continual Learning☆745Jul 25, 2023Updated 3 years ago
- A clean and simple data loading library for Continual Learning☆451Jun 25, 2023Updated 3 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆615May 11, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Jun 3, 2021Updated 5 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,115Mar 11, 2025Updated last year
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆44Mar 21, 2022Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆356Feb 20, 2024Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,120Jan 29, 2026Updated 9 months ago
- Continual Learning papers list, curated by ContinualAI☆745Apr 22, 2024Updated 2 years ago
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆20Aug 19, 2024Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 5 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆46Apr 8, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆253Jul 6, 2023Updated 3 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆90Oct 4, 2023Updated 3 years ago
- ☆30Nov 4, 2023Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆176Oct 29, 2021Updated 5 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 5 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆81Feb 7, 2023Updated 3 years ago
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆146Jun 30, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆68Feb 8, 2022Updated 4 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆54Feb 16, 2023Updated 3 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆195Apr 23, 2021Updated 5 years ago
- Official pytorch implementation of Rainbow Memory (CVPR 2021)☆127Jan 18, 2022Updated 4 years ago
- 1'st Place approach for CVPR 2020 Continual Learning Challenge☆46Jul 14, 2020Updated 6 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆41Sep 16, 2021Updated 5 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254May 25, 2023Updated 3 years ago