G-U-N / PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
☆776Updated this week
Related projects: ⓘ
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆537Updated 4 months ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆522Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆530Updated last week
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆372Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,540Updated 6 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆281Updated 3 weeks ago
- A list of papers that studies Novel Class Discovery☆419Updated 2 weeks ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆382Updated 11 months ago
- Awesome Few-Shot Class-Incremental Learning☆219Updated 8 months ago
- Continual Learning papers list, curated by ContinualAI☆551Updated 5 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆193Updated 2 months ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆459Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,168Updated 10 months ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆674Updated last week
- Relevant papers in Continual Learning☆710Updated last year
- Awesome Incremental Learning☆3,688Updated this week
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆481Updated 11 months ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆250Updated 7 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆400Updated last month
- LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.☆890Updated 2 weeks ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆456Updated 2 months ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆152Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆221Updated 4 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,053Updated 6 months ago
- ☆94Updated 2 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,747Updated 3 months ago
- A curated list of Continual Learning papers and BibTeX entries☆139Updated last month
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.☆208Updated this week
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆995Updated last year
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆152Updated 3 years ago