lifelong-learning

Here are 126 public repositories matching this topic...

ContinualAI / avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

training library framework deep-learning metrics evaluation pytorch benchmarks strategies lifelong-learning continual-learning continualai

Updated Mar 23, 2023
Python

GMvandeVen / continual-learning

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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.

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory class-incremental-learning task-incremental-learning domain-incremental-learning

Updated Feb 23, 2023
Python

daryllxd / lifelong-learning

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✅ ✅ ✅ A massive repo filled with notes on everything from coding to philosophy to psychology to marketing to product

ruby rails vim markdown elixir phoenix journal notes coursera learn software-engineering note-taking learning-notes software-design lifelong-learning

Updated Feb 19, 2023
Elixir

GT-RIPL / Continual-Learning-Benchmark

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Evaluate three types of task shifting with popular continual learning algorithms.

deep-learning artificial-neural-networks incremental-learning continuous-learning lifelong-learning continual-learning

Updated Apr 26, 2021
Python

mmasana / FACIL

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Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

machine-learning framework deep-learning reproducible-research survey incremental-learning lifelong-learning continual-learning

Updated Nov 11, 2022
Python

ContinualAI / continual-learning-papers

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Continual Learning papers list, curated by ContinualAI

awesome-list papers online-learning lifelong-learning continual-learning

Updated Jul 25, 2022
HTML

Continvvm / continuum

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A clean and simple data loading library for Continual Learning

pytorch dataset dataloader online-learning incremental-learning lifelong-learning continual-learning

Updated Mar 11, 2023
Python

G-U-N / PyCIL

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PyCIL: A Python Toolbox for Class-Incremental Learning

machine-learning deep-learning reproducible-research pytorch incremental-learning lifelong-learning continual-learning

Updated Mar 23, 2023
Python

arthurdouillard / incremental_learning.pytorch

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A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

research deep-learning pytorch incremental-learning lifelong-learning continual-learning

Updated Nov 22, 2022
Python

alphacep / vosk

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VOSK Speech Recognition Toolkit

multilingual python voice-recognition speech-recognition semi-supervised-learning speech-to-text lifelong-learning

Updated Jul 13, 2022
C

Vision-Intelligence-and-Robots-Group / Best-Incremental-Learning

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An Incremental Learning, Continual Learning, and Life-Long Learning Repository

incremental-learning continuous-learning lifelong-learning continual-learning catastrophic-forgetting

Updated Mar 9, 2023

RaptorMai / online-continual-learning

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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).

computer-vision deep-learning convolutional-neural-networks incremental-learning lifelong-learning continual-learning catastrophic-forgetting online-continual-learning class-incremental-learning incremental-continual-learning

Updated Nov 6, 2021
Python

GMvandeVen / brain-inspired-replay

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A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder lifelong-learning distillation brain-inspired continual-learning elastic-weight-consolidation replay-through-feedback split-mnist generative-replay permuted-mnist split-cifar100 internal-replay synaptic-intelligence

Updated Aug 17, 2022
Python

fajieyuan / SIGIR2020_peterrec

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Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Updated Sep 18, 2022
Python

ContinualAI / continual-learning-baselines

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Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

gem assessment literature experiments reproduction ewc lifelong-learning baselines continual-learning elastic-weight-consolidation lwf icarl synaptic-intelligence agem gdumb

Updated Mar 16, 2023
Python

uwidev / life-disciplines-projects

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Life-Disciplines-Projects (LDP) is a life-management framework built within Obsidian. Feel free to transform it for your own personal needs.

workflow framework life lifestyle obsidian workflows frameworks lifelong-learning obsidian-md obsidian-vault obsidianmd obsidian-community obsidian-dataview

Updated Jul 9, 2022
JavaScript

ivclab / CPG

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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

deep-neural-networks pytorch face-recognition emotion-recognition multi-task-learning cpg lifelong-learning classification-model age-gender-cnn continual-learning