ContinualAI / continual-learning-papersLinks
Continual Learning papers list, curated by ContinualAI
☆656Updated 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:
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆732Updated 3 weeks ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆307Updated last year
- Relevant papers in Continual Learning☆738Updated 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…☆1,758Updated 4 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,957Updated 6 months ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆521Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆412Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆438Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆554Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆460Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆600Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆488Updated last month
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆88Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆321Updated 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☆979Updated last month
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆244Updated 2 years ago
- A curated list of Continual Learning papers and BibTeX entries☆193Updated 11 months ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆41Updated last year
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆317Updated last year
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆370Updated last year
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆165Updated 3 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆264Updated 10 months ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- An implementation of EWC with PyTorch☆255Updated 6 years ago
- 👽 Out-of-Distribution Detection with PyTorch☆312Updated 2 months ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆281Updated last year
- Code for coreset selection methods☆242Updated 2 years ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆52Updated 2 years ago