ContinualAI / continual-learning-papersLinks
Continual Learning papers list, curated by ContinualAI
☆668Updated last year
Alternatives and similar repositories for continual-learning-papers
Users that are interested in continual-learning-papers are comparing it to the libraries listed below
Sorting:
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆314Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆750Updated 3 months ago
- Relevant papers in Continual Learning☆740Updated 2 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,794Updated 2 weeks ago
- 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
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆555Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆441Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,009Updated 3 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,981Updated 8 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆465Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆603Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆525Updated 3 months ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆93Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆332Updated 2 weeks ago
- A curated list of Continual Learning papers and BibTeX entries☆197Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Updated 2 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆42Updated last year
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆320Updated last year
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆245Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆268Updated last year
- An implementation of EWC with PyTorch☆255Updated 6 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,130Updated last week
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆524Updated last year
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆293Updated 4 years ago
- Awesome Few-Shot Class-Incremental Learning☆248Updated last year
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆381Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆199Updated 2 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆170Updated 3 years ago