ContinualAI / continual-learning-papers
Continual Learning papers list, curated by ContinualAI
☆596Updated 8 months ago
Alternatives and similar repositories for continual-learning-papers:
Users that are interested in continual-learning-papers are comparing it to the libraries listed below
- Relevant papers in Continual Learning☆726Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆608Updated 3 weeks ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆278Updated 10 months ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆517Updated 3 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆392Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆535Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,630Updated 9 months ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,819Updated 2 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆863Updated last month
- A clean and simple data loading library for Continual Learning☆423Updated last year
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆565Updated 8 months ago
- A curated list of Continual Learning papers and BibTeX entries☆171Updated 2 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆340Updated 3 weeks ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆423Updated 5 months ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆262Updated this week
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆228Updated last year
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆288Updated 3 years ago
- A list of papers that studies Novel Class Discovery☆452Updated 2 weeks ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆199Updated 3 years ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆305Updated 11 months ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆392Updated last year
- Class-Incremental Learning: A Survey (TPAMI 2024)☆230Updated 2 months ago
- An implementation of EWC with PyTorch☆242Updated 5 years ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆73Updated 10 months ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆163Updated 2 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆271Updated 5 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆464Updated 2 years ago
- Code for coreset selection methods☆217Updated last year
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆824Updated this week
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆476Updated 6 months ago