continual-learning
There are 394 repositories under continual-learning topic.
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
ContinualAI/avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
GMvandeVen/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
wangkai930418/awesome-diffusion-categorized
collection of diffusion model papers categorized by their subareas
NeuromatchAcademy/course-content-dl
NMA deep learning course
G-U-N/PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
tamlhp/awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
ContinualAI/continual-learning-papers
Continual Learning papers list, curated by ContinualAI
Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
mmasana/FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
GT-RIPL/Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
aimagelab/mammoth
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
yaoyao-liu/class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
Continvvm/continuum
A clean and simple data loading library for Continual Learning
arthurdouillard/incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
google-research/l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
RaptorMai/online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
ContinualAI/colab
Continual Learning tutorials and demo running on Google Colaboratory.
ZixuanKe/PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
awslabs/Renate
Library for automatic retraining and continual learning
ContinualAI/continual-learning-baselines
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
sun-hailong/LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
UIC-Liu-Lab/ContinualLM
An Extensible Continual Learning Framework Focused on Language Models (LMs)
GMvandeVen/brain-inspired-replay
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
fajieyuan/SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
Mattdl/CLsurvey
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
zhoudw-zdw/CIL_Survey
The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.
EnnengYang/Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
MetaSLAM/GPR_Competition
Dataset for MetaSLAM Challenge
JH-LEE-KR/l2p-pytorch
PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
jaehong31/DEN
Lifelong Learning with Dynamically Expandable Networks, ICLR 2018
arthurdouillard/CVPR2021_PLOP
Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
arthurdouillard/dytox
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
robot-learning-freiburg/CL-SLAM
Continual SLAM: Beyond Lifelong Simultaneous Localization and Mapping through Continual Learning. http://continual-slam.cs.uni-freiburg.de
ivclab/CPG
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019