43 results found Sort:

ContinualAI
avalanche ContinualAI
291
1.8k
mit
30
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
library metrics pytorch training framework benchmarks evaluation strategies continualai deep-learning lifelong-learning continual-learning
Created 2020-03-05
3,929 commits to master branch, last one 23 days ago
GMvandeVen
continual-learning GMvandeVen
312
1.6k
mit
28
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.
icarl replay distillation deep-learning generative-models lifelong-learning continual-learning incremental-learning replay-through-feedback variational-autoencoder gradient-episodic-memory task-incremental-learning artificial-neural-networks class-incremental-learning domain-incremental-learning elastic-weight-consolidation
Created 2018-09-26
41 commits to master branch, last one 8 months ago
G-U-N
PyCIL G-U-N
138
822
other
9
PyCIL: A Python Toolbox for Class-Incremental Learning
pytorch deep-learning machine-learning lifelong-learning continual-learning incremental-learning reproducible-research
Created 2021-12-23
137 commits to master branch, last one 14 days ago
daryllxd
lifelong-learning daryllxd
107
821
unlicense
55
✅ ✅ ✅ A massive repo filled with notes on everything from coding to philosophy to psychology to marketing to product
vim ruby learn notes rails elixir journal phoenix coursera markdown note-taking learning-notes software-design lifelong-learning software-engineering
Created 2013-10-19
1,683 commits to master branch, last one 4 months ago
ContinualAI
continual-learning-papers ContinualAI
53
580
mit
21
Continual Learning papers list, curated by ContinualAI
papers awesome-list online-learning lifelong-learning continual-learning
Created 2021-06-04
76 commits to main branch, last one about a year ago
Vision-Intelligence-and-Robots-Group
Best-Incremental-Learning Vision-Intelligence-and-Robots-Group
50
556
unknown
19
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
lifelong-learning continual-learning continuous-learning incremental-learning catastrophic-forgetting
Created 2022-03-30
209 commits to main branch, last one 6 months ago
mmasana
FACIL mmasana
99
528
mit
10
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
survey framework deep-learning machine-learning lifelong-learning continual-learning incremental-learning reproducible-research
Created 2020-09-22
11 commits to master branch, last one about a year ago
GT-RIPL
Continual-Learning-Benchmark GT-RIPL
92
508
mit
15
Evaluate three types of task shifting with popular continual learning algorithms.
deep-learning lifelong-learning continual-learning continuous-learning incremental-learning artificial-neural-networks
Created 2018-11-30
17 commits to master branch, last one 4 years ago
Continvvm
continuum Continvvm
42
416
mit
10
A clean and simple data loading library for Continual Learning
dataset pytorch dataloader online-learning lifelong-learning continual-learning incremental-learning
Created 2020-04-11
1,142 commits to master branch, last one about a year ago
arthurdouillard
incremental_learning.pytorch arthurdouillard
60
389
mit
15
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
pytorch research deep-learning lifelong-learning continual-learning incremental-learning
Created 2019-04-02
168 commits to master branch, last one 3 years ago
alphacep
vosk alphacep
44
383
apache-2.0
29
VOSK Speech Recognition Toolkit
python multilingual speech-to-text lifelong-learning voice-recognition speech-recognition semi-supervised-learning
Created 2019-03-20
19 commits to master branch, last one 2 years ago
RaptorMai
online-continual-learning RaptorMai
57
381
unknown
7
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 (Neurocomp...
deep-learning computer-vision lifelong-learning continual-learning incremental-learning catastrophic-forgetting online-continual-learning class-incremental-learning convolutional-neural-networks incremental-continual-learning
Created 2021-01-29
27 commits to main branch, last one 3 years ago
sun-hailong
LAMDA-PILOT sun-hailong
31
312
mit
6
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
pytorch toolkit deep-learning machine-learning lifelong-learning continual-learning pre-trained-models vision-transformer incremental-learning reproducible-research vision-language-model
Created 2023-08-30
69 commits to main branch, last one 14 days ago
ContinualAI
continual-learning-baselines ContinualAI
38
261
mit
8
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
ewc gem lwf agem gdumb icarl baselines assessment literature experiments reproduction lifelong-learning continual-learning synaptic-intelligence elastic-weight-consolidation
Created 2021-04-20
192 commits to main branch, last one 9 months ago
Lifelong-Robot-Learning
LIBERO Lifelong-Robot-Learning
39
249
mit
5
Benchmarking Knowledge Transfer in Lifelong Robot Learning
benchmark manipulation robot-learning lifelong-learning imitation-learning multitask-learning
Created 2023-04-08
38 commits to master branch, last one 11 months ago
GMvandeVen
brain-inspired-replay GMvandeVen
64
227
mit
7
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
replay split-mnist distillation deep-learning brain-inspired permuted-mnist split-cifar100 internal-replay generative-replay lifelong-learning continual-learning incremental-learning synaptic-intelligence replay-through-feedback variational-autoencoder artificial-neural-networks elastic-weight-consolidation
Created 2020-08-04
10 commits to master branch, last one 3 years ago
zhoudw-zdw
CIL_Survey zhoudw-zdw
24
215
unknown
7
Class-Incremental Learning: A Survey (TPAMI 2024)
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Created 2023-02-07
14 commits to main branch, last one 14 days ago
uwidev
life-disciplines-projects uwidev
19
202
unknown
6
Life-Disciplines-Projects (LDP) is a life-management framework built within Obsidian. Feel free to transform it for your own personal needs.
life obsidian workflow framework lifestyle workflows frameworks obsidianmd obsidian-md obsidian-vault lifelong-learning obsidian-dataview obsidian-community
Created 2021-10-07
52 commits to main branch, last one 2 years ago
fajieyuan
SIGIR2020_peterrec fajieyuan
36
200
unknown
5
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
bert user transfer profiling universal bert-model cold-start pretraining transformer cross-domain recommendation lifelong-learning transfer-learning continual-learning recommender-system collaborative-filtering representation-learning self-supervised-learning universal-representation lifelong-machine-learning
Created 2020-05-09
125 commits to master branch, last one 8 months ago
enajx
HebbianMetaLearning enajx
22
130
unknown
1
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
hebbian neurips-2020 meta-learning hebbian-learning lifelong-learning hebbian-plasticity reinforcement-learning
Created 2020-06-13
19 commits to master branch, last one 3 years ago
zhoudw-zdw
RevisitingCIL zhoudw-zdw
20
122
unknown
3
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
lifelong-learning continual-learning incremental-learning catastrophic-forgetting class-incremental-learning
Created 2023-03-13
11 commits to main branch, last one 2 months ago
ivclab
CPG ivclab
22
119
bsd-3-clause
9
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...
cpg pytorch age-gender-cnn face-recognition lifelong-learning continual-learning emotion-recognition multi-task-learning classification-model deep-neural-networks
Created 2019-09-10
127 commits to cpg_face branch, last one 3 years ago
zhoudw-zdw
CVPR22-Fact zhoudw-zdw
23
118
unknown
1
Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning few-shot-class-incremental-learning
Created 2022-03-14
6 commits to main branch, last one about a year ago
Impression2805
CVPR21_PASS Impression2805
20
105
unknown
4
PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
lifelong-learning continual-learning incremental-learning self-supervised-learning
Created 2021-03-27
26 commits to main branch, last one about a year ago
sair-lab
AirLoop sair-lab
7
95
bsd-3-clause
4
Lifelong Loop Closure Detection (ICRA 2022)
lifelong-learning loop-closure-detection
Created 2020-10-11
215 commits to main branch, last one 2 years ago
jrgilbertson
lifelong-learning-system-template jrgilbertson
10
95
unknown
2
This repository is a getting started kit for a lifelong learning system with Obsidian and Anki.
anki write memory obsidian mindfulness note-taking productivity zettelkasten obsidian-vault knowledge-graph lifelong-learning spaced-repetition
Created 2022-01-26
2 commits to main branch, last one about a month ago
imirzadeh
stable-continual-learning imirzadeh
11
75
mit
6
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
pytorch deep-learning lifelong-learning continual-learning catastrophic-forgetting
This repository has been archived (exclude archived)
Created 2020-04-20
31 commits to master branch, last one 4 years ago
sair-lab
LGL sair-lab
11
74
bsd-3-clause
3
Lifelong Graph Learning (CVPR 2022 Oral)
pytorch graph-learning lifelong-learning
Created 2020-05-10
192 commits to master branch, last one 2 years ago
ContinualAI
avalanche-rl ContinualAI
11
69
mit
8
Avalanche fork adding RL support
library framework lifelong-learning continual-learning reinforcement-learning reinforcement-learning-algorithms
Created 2021-10-26
1,896 commits to master branch, last one about a year ago
MetaSLAM
Ghostar MetaSLAM
4
64
unknown
2
An integration of MetaSLAM series works
slam mapping multi-ag lifelong-learning
Created 2022-08-21
45 commits to main branch, last one 2 years ago