chaoyanghe/Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Size: 210 KB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 1,981 - Forks: 331

ContinualAI/avalanche

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

Language: Python - Size: 15.5 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 1,949 - Forks: 308

wangkai930418/awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

Size: 433 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1,887 - Forks: 85

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: 3 months ago - Pushed at: 4 months ago - Stars: 1,709 - Forks: 328

JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

Language: Python - Size: 3.62 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1,051 - Forks: 157

LAMDA-CL/PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

Language: Python - Size: 2.6 MB - Last synced at: 7 days ago - Pushed at: 19 days ago - Stars: 968 - Forks: 148

tamlhp/awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Language: Jupyter Notebook - Size: 6.18 MB - Last synced at: 9 days ago - Pushed at: 12 days ago - Stars: 867 - Forks: 66

NeuromatchAcademy/course-content-dl

NMA deep learning course

Language: Jupyter Notebook - Size: 594 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 787 - Forks: 281

aimagelab/mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

Language: Python - Size: 9.71 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 720 - Forks: 125

ContinualAI/continual-learning-papers

Continual Learning papers list, curated by ContinualAI

Language: HTML - Size: 7.4 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 653 - Forks: 56

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: 4 months ago - Pushed at: over 1 year ago - Stars: 581 - Forks: 51

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: 3 months ago - Pushed at: over 2 years ago - Stars: 549 - Forks: 101

GT-RIPL/Continual-Learning-Benchmark

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

Language: Python - Size: 470 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 521 - Forks: 89

EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Size: 2.22 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 509 - Forks: 26

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: 3 months ago - Pushed at: 5 months ago - Stars: 466 - Forks: 68

LAMDA-CL/LAMDA-PILOT

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

Language: Python - Size: 7.12 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 459 - Forks: 48

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: 3 months ago - Pushed at: about 1 year ago - Stars: 445 - Forks: 46

Continvvm/continuum

A clean and simple data loading library for Continual Learning

Language: Python - Size: 3.27 MB - Last synced at: about 10 hours ago - Pushed at: about 2 years ago - Stars: 437 - Forks: 42

Wang-ML-Lab/llm-continual-learning-survey

Continual Learning of Large Language Models: A Comprehensive Survey

Size: 909 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 405 - Forks: 19

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: 3 months ago - Pushed at: almost 2 years ago - Stars: 403 - Forks: 58

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: 4 months ago - Pushed at: over 2 years ago - Stars: 402 - Forks: 58

ContinualAI/colab

Continual Learning tutorials and demo running on Google Colaboratory.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 352 - Forks: 105

EnnengYang/Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

Size: 1.04 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 318 - Forks: 16

ZixuanKe/PyContinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

Language: Python - Size: 3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 65

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: 2 days ago - Pushed at: over 1 year ago - Stars: 304 - Forks: 42

awslabs/Renate

Library for automatic retraining and continual learning

Language: Python - Size: 6.58 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 297 - Forks: 6

UIC-Liu-Lab/ContinualLM

An Extensible Continual Learning Framework Focused on Language Models (LMs)

Language: Python - Size: 696 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 272 - Forks: 21

LAMDA-CL/CIL_Survey

Class-Incremental Learning: A Survey (TPAMI 2024)

Language: Python - Size: 1.32 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 252 - Forks: 28

MetaSLAM/AutoMerge_Docker

AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments

Size: 25.4 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 247 - Forks: 12

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).

Language: Python - Size: 24.5 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 237 - Forks: 65

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: 17 days ago - Pushed at: over 4 years ago - Stars: 203 - Forks: 24

fajieyuan/SIGIR2020_peterrec

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

Language: Python - Size: 8.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 194 - Forks: 36

qianlima-lab/awesome-lifelong-llm-agent

This repository collects awesome survey, resource, and paper for lifelong learning LLM agents

Language: Python - Size: 12.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 182 - Forks: 13

MetaSLAM/GPR_Competition

Dataset for MetaSLAM Challenge

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 153 - Forks: 17

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: 3 months ago - Pushed at: over 3 years ago - Stars: 153 - Forks: 23

jaehong31/DEN

Lifelong Learning with Dynamically Expandable Networks, ICLR 2018

Language: Python - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 153 - Forks: 50

robot-learning-freiburg/CL-SLAM

Continual SLAM: Beyond Lifelong Simultaneous Localization and Mapping through Continual Learning. http://continual-slam.cs.uni-freiburg.de

Language: Python - Size: 1.31 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 152 - Forks: 10

feifeiobama/Awesome-Continual-Learning

A curated list of Continual Learning papers and BibTeX entries

Language: TeX - Size: 299 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 148 - Forks: 7

arthurdouillard/dytox

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

Language: Python - Size: 3.4 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 141 - Forks: 16

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: 5 months ago - Pushed at: about 1 year ago - Stars: 137 - Forks: 22

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: 12 days ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 11

LAMDA-CL/CVPR22-Fact

Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)

Language: Python - Size: 1.61 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 132 - Forks: 23

juzhengz/LoRI

LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation

Language: Python - Size: 23.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 131 - Forks: 7

zzz47zzz/awesome-lifelong-learning-methods-for-llm

[ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)

Size: 428 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 129 - Forks: 6

JosephKJ/iOD

(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning

Language: Python - Size: 1.46 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 23

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

Language: Python - Size: 19.3 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 118 - Forks: 22

google-deepmind/dm_nevis

NEVIS'22: Benchmarking the next generation of never-ending learners

Language: Python - Size: 390 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 102 - Forks: 6

SysCV/shift-dev

SHIFT Dataset DevKit - CVPR2022

Language: Python - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 99 - Forks: 10

chaht01/Co2L

Co^2L: Contrastive Continual Learning (ICCV2021)

Language: Python - Size: 30.3 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 99 - Forks: 24

yaoyao-liu/CL-DETR

PyTorch implementation of "Continual Detection Transformer for Incremental Object Detection" (CVPR 2023)

Language: Python - Size: 31.5 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 98 - Forks: 5

arazd/ProgressivePrompts

Progressive Prompts: Continual Learning for Language Models

Language: Python - Size: 23.2 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 95 - Forks: 13

zhangchbin/RCIL

[CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation

Language: Python - Size: 1.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 11

sahagobinda/GPM

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

Language: Python - Size: 39.1 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 90 - Forks: 17

Impression2805/CVPR21_PASS

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

Language: Python - Size: 829 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 18

joeljang/continual-knowledge-learning

[ICLR 2022] Towards Continual Knowledge Learning of Language Models

Language: Python - Size: 301 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 83 - Forks: 8

G-U-N/a-PyTorch-Tutorial-to-Class-Incremental-Learning

a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.

Language: Python - Size: 22.1 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 78 - Forks: 6

shirowalker/UCAD

[AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.

Language: Python - Size: 51.2 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 77 - Forks: 2

Chemaclass/php-best-practices

What I consider the best practices for web and software development.

Size: 1.43 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 77 - Forks: 10

ContinualAI/avalanche-rl

Avalanche fork adding RL support

Language: Python - Size: 7.81 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 12

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: 2 months ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 15

conditionWang/FLNK

Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.

Size: 2.01 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 76 - Forks: 10

imirzadeh/stable-continual-learning 📦

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

Language: Python - Size: 516 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 11

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: 5 months ago - Pushed at: 5 months ago - Stars: 69 - Forks: 3

MrGiovanni/ContinualLearning

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

Language: Python - Size: 329 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 69 - Forks: 9

jhairgallardo/awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

Size: 67.4 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 68 - Forks: 2

Lee-Gihun/FedNTD

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

Language: Python - Size: 364 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 68 - Forks: 14

JH-LEE-KR/l2p-pytorch

Pytorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

Language: Python - Size: 149 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 68 - Forks: 11

conditionWang/FCIL

This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

Language: Python - Size: 8.72 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 67 - Forks: 17

bjzhb666/GS-LoRA

Continual Forgetting for Pre-trained Vision Models (CVPR 2024)

Language: Python - Size: 1.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 65 - Forks: 5

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: 4 months ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 12

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: 4 months ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 2

zalanborsos/bilevel_coresets

Coresets via Bilevel Optimization

Language: Jupyter Notebook - Size: 899 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 60 - Forks: 7

ml-jku/L2M

Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)

Language: Python - Size: 736 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 59 - Forks: 7

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: 2 months ago - Pushed at: over 2 years ago - Stars: 59 - Forks: 24

tum-pbs/ConFIG

[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

Language: Python - Size: 4.29 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 58 - Forks: 2

h3lio5/episodic-lifelong-learning

Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch

Language: Python - Size: 693 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 56 - Forks: 8

TLESORT/Generative_Continual_Learning

Language: Python - Size: 547 KB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 53 - Forks: 13

qianlima-lab/awesome-lifelong-learning-methods-for-llm Fork of zzz47zzz/awesome-lifelong-learning-methods-for-llm

This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)

Size: 428 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 52 - Forks: 1

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: 5 months ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 6

JosephKJ/ELI

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

Language: Python - Size: 1.92 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 9

MNoorFawi/curlora

The code repository for the CURLoRA research paper. Stable LLM continual fine-tuning and catastrophic forgetting mitigation.

Language: Jupyter Notebook - Size: 719 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 49 - Forks: 5

ContinualAI/wiki

ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning

Size: 11.3 MB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 48 - Forks: 11

G-U-N/ECCV22-FOSTER

The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.

Language: Python - Size: 4.03 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 47 - Forks: 3

fajieyuan/SIGIR2021_Conure

Pre-training and Lifelong learning for User Embedding and Recommender System

Language: Python - Size: 3.44 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 5

grasp-lyrl/modelzoo_continual

Model Zoos for Continual Learning (ICLR 22)

Language: Python - Size: 1 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 9

RaptorMai/CVPR20_CLVision_challenge

1'st Place approach for CVPR 2020 Continual Learning Challenge

Language: Python - Size: 25.7 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 45 - Forks: 4

Mattdl/ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

Language: Python - Size: 161 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 8

srvCodes/continual-learning-benchmark

Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.

Language: Python - Size: 4.56 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 9

sumitsinha/Deep_Learning_for_Manufacturing

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

Language: Jupyter Notebook - Size: 564 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 42 - 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: 4 months ago - Pushed at: 4 months ago - Stars: 40 - Forks: 4

UIC-Liu-Lab/CPT

[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning

Language: Python - Size: 808 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 1

JH-LEE-KR/dualprompt-pytorch

Pytorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

Language: Python - Size: 69.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 6

LAMDA-CL/PROOF

Learning without Forgetting for Vision-Language Models (TPAMI 2025)

Language: Python - Size: 589 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 39 - Forks: 3

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: 5 months ago - Pushed at: 5 months ago - Stars: 39 - Forks: 1

ethz-asl/ucsa_neural_rendering

[CVPR 2023] Unsupervised Continual Semantic Adaptation through Neural Rendering

Language: Python - Size: 1.41 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 2

neurodata/ProgLearn

NeuroData's package for exploring and using progressive learning algorithms

Language: Jupyter Notebook - Size: 374 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 38 - Forks: 42

SALT-NLP/IDBR

Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"

Language: Python - Size: 46.9 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 2

Yujun-Shi/BLIP

Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving

Language: Python - Size: 5.43 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 2

SALT-NLP/Adaptive-Compositional-Modules

Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"

Language: Python - Size: 2.85 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 38 - Forks: 2

Pervasive-AI-Lab/crlmaze

Continual Reinforcement Learning in 3D Non-stationary Environments

Language: Python - Size: 9.83 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 4