lifelong-learning
There are 149 repositories under lifelong-learning topic.
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.
G-U-N/PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
daryllxd/lifelong-learning
✅ ✅ ✅ A massive repo filled with notes on everything from coding to philosophy to psychology to marketing to product
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.
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).
alphacep/vosk
VOSK Speech Recognition Toolkit
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).
sun-hailong/LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
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.
Lifelong-Robot-Learning/LIBERO
Benchmarking Knowledge Transfer in Lifelong Robot Learning
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).
zhoudw-zdw/CIL_Survey
Class-Incremental Learning: A Survey (TPAMI 2024)
uwidev/life-disciplines-projects
Life-Disciplines-Projects (LDP) is a life-management framework built within Obsidian. Feel free to transform it for your own personal needs.
fajieyuan/SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
enajx/HebbianMetaLearning
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
zhoudw-zdw/RevisitingCIL
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
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
zhoudw-zdw/CVPR22-Fact
Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
Impression2805/CVPR21_PASS
PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
jrgilbertson/lifelong-learning-system-template
This repository is a getting started kit for a lifelong learning system with Obsidian and Anki.
sair-lab/AirLoop
Lifelong Loop Closure Detection (ICRA 2022)
imirzadeh/stable-continual-learning
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
sair-lab/LGL
Lifelong Graph Learning (CVPR 2022 Oral)
ContinualAI/avalanche-rl
Avalanche fork adding RL support
MetaSLAM/Ghostar
An integration of MetaSLAM series works
Pervasive-AI-Lab/cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
sun-hailong/CVPR24-Ease
The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.
h3lio5/episodic-lifelong-learning
Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch
wannabeOG/MAS-PyTorch
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
qcwthu/Lifelong-Fewshot-Language-Learning
The code for lifelong few-shot language learning