GitHub topics: continual-learning
HungNguyen20/SAFA
This repository contains the implementation for the method SAFA -- published in the Transactions on Computers 2025
Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: about 6 hours ago - Pushed at: about 7 hours ago - Stars: 2 - Forks: 0
EnnengYang/Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
Size: 438 KB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 299 - Forks: 13
zzz47zzz/spurious-forgetting
[ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"
Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 40 - Forks: 4
EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
Size: 2.04 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 378 - Forks: 17
tamlhp/awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Language: Jupyter Notebook - Size: 5.6 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 827 - Forks: 62
srvCodes/continual_learning_with_vit
Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
Language: Python - Size: 27.6 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 4
Continvvm/continuum
A clean and simple data loading library for Continual Learning
Language: Python - Size: 3.27 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 430 - Forks: 41
OneAndZero24/local-cl
Continual Learning with Local Neural Layers
Language: Python - Size: 742 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4 - Forks: 0
trxxxxkov/spbu-bachelor-thesis
Evaluating the effectiveness of continual learning with Kolmogorov-Arnold Networks in pattern recognition tasks
Language: Jupyter Notebook - Size: 6.89 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
LAMDA-CL/PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
Language: Python - Size: 2.6 MB - Last synced at: 3 days ago - Pushed at: 21 days ago - Stars: 923 - Forks: 143
ComplexData-MILA/AIF-Gen
Generating Synthetic Continual RLHF Data at Scale
Language: Python - Size: 7.74 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 0
wangkai930418/awesome-diffusion-categorized
collection of diffusion model papers categorized by their subareas
Size: 623 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,697 - Forks: 76
tum-pbs/ConFIG
[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method
Language: Python - Size: 4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 55 - Forks: 2
ContinualAI/avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Language: Python - Size: 15.5 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 1,883 - Forks: 306
pengxiang-wang/continual-learning-research
This is my continual learning research project which is also a template project for my package CLArena: https://pengxiang-wang.com/projects/continual-learning-arena
Language: Jupyter Notebook - Size: 260 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0
NeuromatchAcademy/course-content-dl
NMA deep learning course
Language: Jupyter Notebook - Size: 504 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 773 - Forks: 277
Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Size: 1.22 MB - Last synced at: 2 days ago - Pushed at: 12 months ago - Stars: 581 - Forks: 51
MalwareReplayGAN/MalCL
Code and Datasets to reproduce the results of the paper ``MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification", accepted to be published at the The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) 2025.
Language: Python - Size: 3.02 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 1
google-deepmind/dm_nevis
NEVIS'22: Benchmarking the next generation of never-ending learners
Language: Python - Size: 390 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 102 - Forks: 6
ShipengWang/Adam-NSCL
PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"
Language: Python - Size: 3.74 MB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 60 - Forks: 2
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.
Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 9 days ago - Pushed at: 29 days ago - Stars: 1,699 - Forks: 327
ContinualAI/continual-learning-papers
Continual Learning papers list, curated by ContinualAI
Language: HTML - Size: 7.4 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 628 - Forks: 55
Chemaclass/php-best-practices
What I consider the best practices for web and software development.
Size: 1.43 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 10
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.
Language: Python - Size: 238 KB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 294 - Forks: 38
jhairgallardo/awesome-continual-self-supervised-learning
List of papers that combine self-supervision and continual learning
Size: 67.4 KB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 63 - Forks: 2
humansensinglab/POET-continual-action-recognition
Code for the paper: "POET: Prompt Offset Tuning for Continual Human Action Adaptation" (ECCV 2024, Oral)
Language: Python - Size: 49.1 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 9 - Forks: 1
RLE-Foundation/Plasticine
Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.
Language: Python - Size: 11.5 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 13 - Forks: 2
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.
Language: Python - Size: 165 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 202 - Forks: 24
IDSIA/automated-cl
Official repository for the paper "Automating Continual Learning"
Language: Python - Size: 1.05 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 3
yaoyao-liu/class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
Language: Python - Size: 109 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 465 - Forks: 69
awslabs/Renate
Library for automatic retraining and continual learning
Language: Python - Size: 6.58 MB - Last synced at: about 8 hours ago - Pushed at: 7 months ago - Stars: 292 - Forks: 6
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 1,950 - Forks: 329
Alexk1704/scclv2
SCalable Continual Learning - An experimental machine learning framework for the investigation of continual learning algorithms.
Language: Python - Size: 722 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0
Infineon/StreamGen
Python framework for generating streams of labeled data.
Language: Python - Size: 64.4 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 12 - Forks: 0
GMvandeVen/class-incremental-learning
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
Language: Python - Size: 1.51 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 15
Estrella-fugaz/CVPR25-DUCT
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）
Language: Python - Size: 4.98 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 16 - Forks: 2
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 survey (Neurocomputing).
Language: Python - Size: 258 KB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 402 - Forks: 58
LAMDA-CL/CIL_Survey
Class-Incremental Learning: A Survey (TPAMI 2024)
Language: Python - Size: 1.32 MB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 247 - Forks: 26
ZixuanKe/PyContinual
PyContinual (An Easy and Extendible Framework for Continual Learning)
Language: Python - Size: 3 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 65
LAMDA-CL/PROOF
Learning without Forgetting for Vision-Language Models (TPAMI 2025)
Language: Python - Size: 581 KB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 34 - Forks: 2
zjunlp/DynamicKnowledgeCircuits
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
Language: Jupyter Notebook - Size: 39.4 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 30 - Forks: 0
LAMDA-CL/RevisitingCIL
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
Language: Python - Size: 492 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 137 - Forks: 22
LAMDA-CL/MM21-Coil
The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.
Language: Python - Size: 267 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 1
LAMDA-CL/CVPR22-Fact
Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
Language: Python - Size: 1.61 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 129 - Forks: 23
LAMDA-CL/LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Language: Python - Size: 7.13 MB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 407 - Forks: 45
mmasana/FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Language: Python - Size: 7.42 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 548 - Forks: 101
notmahi/disk
PyTorch implementation for "Discovery of Incremental Skills" (DISk) algorithm from ICLR 2022 paper "One After Another: Learning Incremental Skills for a Changing World"
Language: Python - Size: 41.4 MB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 19 - Forks: 1
xiaobaben/BrainUICL
[ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
Language: Python - Size: 1.93 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 10 - Forks: 0
IemProg/CoFiMA
🔥 🔥 [ECCV 2024 Oral ] Official code for "Weighted Ensemble Models Are Strong Continual Learners"
Language: Python - Size: 268 KB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 24 - Forks: 2
feyzaakyurek/subspace-reg
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Language: Python - Size: 66.6 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 2
can-can-ya/QPMIL-VL
✨ [AAAI 2025] Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
Language: Python - Size: 2.42 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 39 - Forks: 1
KaiyuanZh/OrthogLinearBackdoor
[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks
Language: Python - Size: 50.8 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 21 - Forks: 2
GT-RIPL/Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
Language: Python - Size: 470 KB - Last synced at: 3 days ago - Pushed at: about 4 years ago - Stars: 517 - Forks: 89
MrtnMndt/OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
Language: Python - Size: 1.85 MB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 63 - Forks: 12
JNCS-NLP-LLK/KG-Prompt
Work1
Language: Python - Size: 2.18 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
hyintell/awesome-refreshing-llms
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
Size: 2.31 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 133 - Forks: 10
aimagelab/mammoth
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
Language: Python - Size: 9.7 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 656 - Forks: 118
mashijie1028/Happy-CGCD
Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"
Language: Python - Size: 2.41 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 36 - Forks: 0
JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
Language: Python - Size: 3.62 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 1,048 - Forks: 155
GMvandeVen/complex-synapses
Deep learning implementation of the Benna-Fusi complex synapse model.
Language: Python - Size: 84 KB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 4
gogo-l/Tips
This repository holds the source code for Paper: TIPS: Two-Level Prompt Selection for More Stability-Plasticity Balance in Continual Learning (Under Review on Pattern Recognition).
Language: Python - Size: 2.81 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0
grypesc/AdaGauss
2024 Neurips paper on Continual Learning and Class Incremental Learning
Language: Python - Size: 1.02 MB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0
grasp-lyrl/modelzoo_continual
Model Zoos for Continual Learning (ICLR 22)
Language: Python - Size: 1 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 9
Wang-ML-Lab/llm-continual-learning-survey
Continual Learning of Large Language Models: A Comprehensive Survey
Size: 908 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 382 - Forks: 18
bjzhb666/GS-LoRA
Continual Forgetting for Pre-trained Vision Models (CVPR 2024)
Language: Python - Size: 1.75 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 62 - Forks: 4
AnAppleCore/MOSE
Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)
Language: Python - Size: 7.51 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 1
sahagobinda/GPM
Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
Language: Python - Size: 39.1 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 90 - Forks: 17
KevinBian107/Suboptimal-Optimization
Investigating an "easy" version of continuallearning: learning different strategies within an single task
Size: 1.95 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
linhaowei1/CLoG
✌ CLoG: Benchmarking Continual Learning of Image Generation Models
Language: Python - Size: 4.05 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 18 - Forks: 4
ml-jku/L2M
Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)
Language: Python - Size: 736 KB - Last synced at: 11 days ago - Pushed at: 7 months ago - Stars: 56 - Forks: 6
google-research/l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
Language: Python - Size: 396 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 437 - Forks: 46
UIC-Liu-Lab/ContinualLM
An Extensible Continual Learning Framework Focused on Language Models (LMs)
Language: Python - Size: 696 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 272 - Forks: 21
Mattdl/ContinualEvaluation
[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
Language: Python - Size: 498 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 4
sun-hailong/CVPR24-Ease
The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.
Language: Python - Size: 849 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 69 - Forks: 3
ramanakshay/eligibility-traces
Continual credit-assignment for deep networks using eligibility traces
Language: Python - Size: 664 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
Pervasive-AI-Lab/cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
Language: Python - Size: 45.7 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 59 - Forks: 24
mohammadmozafari/advanced-machine-learning
This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.
Language: Jupyter Notebook - Size: 4.89 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 6
fajieyuan/SIGIR2021_Conure
Pre-training and Lifelong learning for User Embedding and Recommender System
Language: Python - Size: 3.44 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 5
xiaojieli0903/CKPD-FSCIL
Official code of "Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning"
Language: Python - Size: 1.51 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 29 - Forks: 1
danelpeng/Awesome-Continual-Leaning-with-PTMs
This is a curated list of "Continual Learning with Pretrained Models" research.
Size: 254 KB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 0
iacobo/continual
Continual Learning of Electronic Health Records
Language: Python - Size: 392 KB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 4
pengxiang-wang/continual-learning-arena-legacy
This legacy project has been partially transformed into Python package: https://pengxiang-wang.com/projects/continual-learning-arena/
Language: Jupyter Notebook - Size: 29.5 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0
wish44165/ntd
CVPR 2024 (Seattle, USA) - CLVision Workshop
Language: Python - Size: 26.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
arthurdouillard/incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
Language: Python - Size: 6.03 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 398 - Forks: 59
JosephKJ/iOD
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
Language: Python - Size: 1.46 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 23
iacobo/generative-latent-replay
Generative latent replay - a memory-efficient, privacy ensuring replay method for continual learning.
Language: Python - Size: 1.71 GB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1
arthurdouillard/dytox
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
Language: Python - Size: 3.4 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 138 - Forks: 16
sanketvmehta/lifelong-learning-pretraining-and-sam
Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training in Lifelong Learning. The Journal of Machine Learning Research 24 (2023)"
Language: Python - Size: 79.9 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 4
ethz-asl/ucsa_neural_rendering
[CVPR 2023] Unsupervised Continual Semantic Adaptation through Neural Rendering
Language: Python - Size: 1.41 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 2
MrGiovanni/ContinualLearning
[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
Language: Python - Size: 329 KB - Last synced at: 13 days ago - Pushed at: 9 months ago - Stars: 69 - Forks: 9
perceivelab/SER
Saliency-driven Experience Replay for Continual Learning (NeurIPS2024)
Language: Python - Size: 85.6 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1
K1nght/online_CL_logit_adjusted_softmax
official code repository for TMLR paper "Online Continual Learning via Logit Adjusted Softmax"
Language: Python - Size: 148 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0
iSEE-Laboratory/Continual-AQA
(TCSVT 2024) Official PyTorch implementation of paper "Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling"
Language: Python - Size: 738 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 1
mikelma/componet
Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning" (selected for oral presentation)
Language: Python - Size: 73.1 MB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 20 - Forks: 3
uber-research/vargp
Variational Auto-Regressive Gaussian Processes for Continual Learning
Language: Python - Size: 1.89 MB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 21 - Forks: 4
SegmentationBLWX/cssegmentation
CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.
Language: Python - Size: 376 KB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 4
JosephKJ/merlin
(NeurIPS 2020) Meta-Consolidation for Continual Learning
Language: Python - Size: 10.9 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 37 - Forks: 7
FabriDeCastelli/dark-experience-replay
Implementation of Dark Experience Replay with Reservoir Sampling from scratch, benchmarked on CIL, TIL and DIL.
Language: Jupyter Notebook - Size: 230 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
arthurdouillard/CVPR2021_PLOP
Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
Language: Python - Size: 709 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 151 - Forks: 22
Qznan/SpanKL
Code for paper: A Neural Span-Based Continual Named Entity Recognition Model
Language: Python - Size: 72.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3
