Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: continual-learning

chaoyanghe/Awesome-Federated-Learning

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

Size: 210 KB - Last synced: about 20 hours ago - Pushed: over 1 year ago - Stars: 1,879 - Forks: 323

GoodAI/goodai-ltm-benchmark

A library for benchmarking the Long Term Memory and Continual learning capabilities of LLM based agents. With all the tests and code you need to evaluate your own agents. See more in the blogpost:

Language: HTML - Size: 112 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 33 - Forks: 7

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

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

Size: 1.22 MB - Last synced: 3 days ago - Pushed: 8 days ago - Stars: 502 - Forks: 48

tamlhp/awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Language: Jupyter Notebook - Size: 7.12 MB - Last synced: 2 days ago - Pushed: 26 days ago - Stars: 609 - Forks: 49

windust7/awesome-continual-reinforcement-learning

This repository contains a collection of papers and codes for continual reinforcement learning.

Size: 88.9 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 12 - Forks: 1

ContinualAI/continual-learning-papers

Continual Learning papers list, curated by ContinualAI

Language: HTML - Size: 7.4 MB - Last synced: about 13 hours ago - Pushed: 27 days ago - Stars: 513 - Forks: 47

zeyuanyin/SRe2L-CL

Continual Learning code for SRe2L paper (NeurIPS 2023 spotlight)

Language: Python - Size: 9.77 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

UIC-Liu-Lab/ContinualLM

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

Language: Python - Size: 696 KB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 215 - Forks: 15

NguyenTriQuan/SCCL

Over-parameterized expansion and Structure Compression for Continual Learning

Language: Python - Size: 5.09 MB - Last synced: 6 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Atenrev/diffusion_continual_learning

PyTorch implementation of various distillation approaches for continual learning of Diffusion Models.

Language: Python - Size: 78.8 MB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 13 - Forks: 0

MrGiovanni/ContinualLearning

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

Language: Python - Size: 341 KB - Last synced: 6 days ago - Pushed: 7 months ago - Stars: 48 - Forks: 8

wanxinhang/Awesome-Continual-Multi-view-clustering

Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).

Language: MATLAB - Size: 237 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

gusseppe/TADIL

TADIL: Task-agnostic Domain Incremental Learning. Continual Learning approach to infer task ID with no supervision

Language: Jupyter Notebook - Size: 3.65 MB - Last synced: 8 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

bjzhb666/GS-LoRA

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

Language: Python - Size: 2.24 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 17 - Forks: 0

ZhengJiawen44/Webapp-leukemia-detection-yolov5

The KKP Blood Screening Project is a web application designed for blood analysis using YOLOv5 object detection model deployed with Flask. This application allows users to upload an image and receive a labeled result indicating various blood cell types. The model is trained to detect 11 classes of blood cells

Language: Python - Size: 157 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 0

google-research/l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

Language: Python - Size: 395 KB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 374 - Forks: 41

ContinualAI/avalanche

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

Language: Python - Size: 14.2 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1,680 - Forks: 283

awslabs/Renate

Library for automatic retraining and continual learning

Language: Python - Size: 6.29 MB - Last synced: 10 days ago - Pushed: 4 months ago - Stars: 264 - Forks: 7

neurodata/ProgLearn

NeuroData's package for exploring and using progressive learning algorithms

Language: Jupyter Notebook - Size: 372 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 33 - Forks: 42

NeuromatchAcademy/course-content-dl

NMA deep learning course

Language: Jupyter Notebook - Size: 357 MB - Last synced: 4 days ago - Pushed: about 1 month ago - Stars: 715 - Forks: 252

iacobo/continual

Continual Learning of Electronic Health Records (EHR).

Language: Python - Size: 286 KB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 13 - Forks: 3

mikelma/componet

Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning"

Language: Python - Size: 72.3 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 2 - Forks: 0

UIC-Liu-Lab/CPT

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

Language: Python - Size: 808 KB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 40 - Forks: 1

iSEE-Laboratory/Continual-AQA

Official PyTorch implementation of paper "Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling" (TCSVT 2024)

Language: Python - Size: 36.1 KB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 2 - Forks: 0

oswaldoludwig/CLASSP

A Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion

Language: Python - Size: 308 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

aimagelab/mammoth

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

Language: Python - Size: 7.41 MB - Last synced: 17 days ago - Pushed: 19 days ago - Stars: 463 - Forks: 83

digantamisra98/Library

Paper reading list

Size: 46.9 KB - Last synced: 17 days ago - Pushed: over 3 years ago - Stars: 17 - Forks: 6

SupritiVijay/maskUp-AttributeIdenitityEncryptionSystem

Attribute-Identity Encryption System for #maskUp

Language: Python - Size: 500 KB - Last synced: 17 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

zj-jayzhang/Federated-Class-Continual-Learning

This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)

Language: Python - Size: 702 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 23 - Forks: 3

zzz47zzz/pretrained-lm-for-incremental-learning

An Extendible Incremental Learning Framework for Pretrained Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models" and "Concept-1K: A Novel Benchmark for Instance Incremental Learning"

Language: Python - Size: 2.78 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 3 - Forks: 1

hunarbatra/elastic-variational-continual-learning

EVCL-WC: Elastic Variational Continual Learning with Weight Consolidation

Language: Python - Size: 11.6 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

Continvvm/continuum

A clean and simple data loading library for Continual Learning

Language: Python - Size: 3.27 MB - Last synced: 13 days ago - Pushed: 11 months ago - Stars: 400 - Forks: 44

grasp-lyrl/modelzoo_continual

Model Zoos for Continual Learning (ICLR 22)

Language: Python - Size: 1 MB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 36 - Forks: 8

showlab/Efficient-CLS

[ICCV 2023] Label-Efficient Online Continual Object Detection in Streaming Video

Language: Python - Size: 4.54 MB - Last synced: 21 days ago - Pushed: 4 months ago - Stars: 16 - Forks: 2

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: 27 days ago - Pushed: almost 2 years ago - Stars: 78 - Forks: 6

G-U-N/PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

Language: Python - Size: 1.7 MB - Last synced: 26 days ago - Pushed: 28 days ago - Stars: 687 - Forks: 124

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: 1.3 MB - Last synced: 17 days ago - Pushed: 10 months ago - Stars: 120 - Forks: 7

grypesc/SEED

ICLR2024 paper on Continual Learning

Language: Python - Size: 427 KB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 19 - Forks: 3

sun-hailong/LAMDA-PILOT

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

Language: Python - Size: 7.05 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 213 - Forks: 20

mostafaelaraby/Real-DEEL-Dark-Experience

Entry for CL vision workshop CVPR@21 under name Real-Deel https://eval.ai/web/challenges/challenge-page/829/overview

Language: Python - Size: 426 KB - Last synced: 29 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

ContinualAI/avalanche-rl

Avalanche fork adding RL support

Language: Python - Size: 7.81 MB - Last synced: 21 days ago - Pushed: about 1 year ago - Stars: 66 - Forks: 10

SaynaEbrahimi/Remembering-for-the-Right-Reasons

Official Implementation of Remembering for the Right Reasons (ICLR 2021)

Language: Python - Size: 3.91 MB - Last synced: 29 days ago - Pushed: almost 3 years ago - Stars: 30 - Forks: 4

le-big-mac/VCL_Diffusion

Variational continual learning of a conditional diffusion model to generate MNIST. Based on 'Conditional Diffusion MNIST'.

Language: Python - Size: 45.8 MB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

SysCV/shift-dev

SHIFT Dataset DevKit - CVPR2022

Language: Python - Size: 10.4 MB - Last synced: 26 days ago - Pushed: 4 months ago - Stars: 99 - Forks: 10

SegmentationBLWX/cssegmentation

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.

Language: Python - Size: 376 KB - Last synced: 12 days ago - Pushed: 3 months ago - Stars: 25 - Forks: 1

Sakshi09Ch/CoDeC

[TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning

Language: Python - Size: 76.2 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 9 - Forks: 0

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: 29 days ago - Pushed: 3 months ago - Stars: 233 - Forks: 33

GT-RIPL/Continual-Learning-Benchmark

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

Language: Python - Size: 470 KB - Last synced: 29 days ago - Pushed: about 3 years ago - Stars: 499 - Forks: 90

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: 27 days ago - Pushed: about 1 year ago - Stars: 68 - Forks: 14

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: 3.14 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 1,442 - Forks: 301

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: 29 days ago - Pushed: almost 3 years ago - Stars: 187 - Forks: 24

ContinualAI/colab

Continual Learning tutorials and demo running on Google Colaboratory.

Language: Jupyter Notebook - Size: 26.3 MB - Last synced: 27 days ago - Pushed: almost 2 years ago - Stars: 332 - Forks: 98

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: 27 days ago - Pushed: over 1 year ago - Stars: 47 - Forks: 3

Pervasive-AI-Lab/ContinualLearning-EchoStateNetworks

Continual Learning with Echo State Networks experiments

Language: Python - Size: 32.2 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 3

wangkai930418/awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

Size: 132 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 741 - Forks: 29

NeurAI-Lab/TriRE

Official repository for NeurIPS'23 paper "TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion"

Language: Python - Size: 454 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Paul-Uchenna/One-Commit-Per-Day

Dans mon défi de développement et d'amélioration quotidienne, je vous présente "One Commit Per Day". Ce projet va au-delà d'un simple dépôt GitHub ; il incarne mon engagement quotidien envers l'amélioration continue de mes compétences en programmation. Chaque jour, un nouveau commit marque ma progression continue et ma passion pour le codage.

Size: 134 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

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).

Language: Python - Size: 258 KB - Last synced: 29 days ago - Pushed: 12 months ago - Stars: 354 - Forks: 56

Pervasive-AI-Lab/crlmaze

Continual Reinforcement Learning in 3D Non-stationary Environments

Language: Python - Size: 9.83 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 35 - Forks: 4

WJMacro/ContinualMT

A Continual Learning framework for Neural Machine Translation

Language: Python - Size: 11.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

yaoyao-liu/class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

Language: Python - Size: 106 KB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 453 - Forks: 69

zhoudw-zdw/CVPR22-Fact

The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR'22) in PyTorch.

Language: Python - Size: 1.61 MB - Last synced: 29 days ago - Pushed: 7 months ago - Stars: 101 - Forks: 27

ethz-asl/ucsa_neural_rendering

[CVPR 2023] Unsupervised Continual Semantic Adaptation through Neural Rendering

Language: Python - Size: 1.41 MB - Last synced: 16 days ago - Pushed: 7 months ago - Stars: 32 - Forks: 2

ZixuanKe/PyContinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

Language: Python - Size: 3 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 270 - Forks: 59

sahagobinda/GPM

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

Language: Python - Size: 39.1 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 74 - Forks: 17

feifeiobama/Awesome-Continual-Learning

A curated list of Continual Learning papers and BibTeX entries

Language: TeX - Size: 186 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 89 - 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: about 1 month ago - Pushed: about 2 years ago - Stars: 42 - Forks: 5

AnAppleCore/MOSE

Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)

Language: Python - Size: 7.51 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

nju-websoft/ContEA

Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs, ISWC 2022

Language: Python - Size: 27.3 MB - Last synced: 27 days ago - Pushed: almost 2 years ago - Stars: 20 - Forks: 3

shirowalker/UCAD

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

Language: Python - Size: 255 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 30 - Forks: 0

arazd/ProgressivePrompts

Progressive Prompts: Continual Learning for Language Models

Language: Python - Size: 23.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 83 - Forks: 9

zxllxz2/continual_learning

This is the temporary version of the MINT Lab continual-learning website.

Size: 23.5 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1

jhairgallardo/awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

Size: 17.6 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 50 - Forks: 0

francescotss/MLOpsDeepfakeDetection

A CI/CD pipeline to incrementally train a deepfake detection model

Language: Python - Size: 1.73 MB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

JosephKJ/ELI

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

Language: Python - Size: 1.92 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 45 - Forks: 9

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: about 2 months ago - Pushed: 12 months ago - Stars: 484 - Forks: 91

szrlee/awesome-continual-learning 📦

Resources collection for the hot research topic of Continual Learning, a fundamental step stone to Artificial General Intelligence (AGI).

Size: 1000 Bytes - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 8 - Forks: 3

laitifranz/S-liPrompts-extension

Extended and enhanced version of the NeurIPS 2022 project 'S-Prompts Learning with Pre-trained Transformers', featuring additional fixes and optimizations

Language: Python - Size: 2 MB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

IDSIA/automated-cl

Official repository for the paper "Automating Continual Learning"

Language: Python - Size: 1.05 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 10 - Forks: 1

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: about 1 month ago - Pushed: over 1 year ago - Stars: 67 - Forks: 14

BurakGurbuz97/NICE

NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning

Language: Python - Size: 274 KB - Last synced: about 2 months ago - Pushed: about 2 months 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: 21 days ago - Pushed: over 1 year ago - Stars: 60 - Forks: 24

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: 29 days ago - Pushed: 8 months ago - Stars: 367 - Forks: 58

sbdzdz/disco

Disentangled Continual Learning

Language: Python - Size: 1.03 MB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 2 - Forks: 1

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: 838 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 5 - Forks: 0

RexGLiu/Bayesian-CL

Bayesian continual learning

Language: Python - Size: 24.4 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

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: 29 days ago - Pushed: 2 months ago - Stars: 14 - Forks: 3

fajieyuan/SIGIR2021_Conure

One Person, One Model, One World: Learning Continual User Representation without Forgetting

Language: Python - Size: 3.44 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 42 - Forks: 5

JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

Language: Python - Size: 3.62 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 1,001 - Forks: 153

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: about 1 month ago - Pushed: almost 3 years ago - Stars: 42 - Forks: 2

sebastianbergner/ExploringCLFD

Code for the paper Exploring the Properties of Hypernetworks for Continual Learning in Robotics.

Language: Python - Size: 7.83 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 4 - Forks: 0

csiro-robotics/InCloud

[IROS2022] Official repository of InCloud: Incremental Learning for Point Cloud Place Recognition, Published in IROS2022 https://arxiv.org/abs/2203.00807

Language: Python - Size: 7.68 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 34 - Forks: 7

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: 1 day ago - Pushed: about 2 years ago - Stars: 39 - Forks: 2

nik-dim/sequel

A Continual Learning Library in PyTorch and JAX

Language: Python - Size: 89.8 KB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 12 - Forks: 0

dr-bell/kaizen

(WACV'24) Kaizen: Practical self-supervised continual learning with continual fine-tuning

Language: Python - Size: 581 KB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

h3lio5/episodic-lifelong-learning

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

Language: Python - Size: 693 KB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 56 - Forks: 8

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: 29 days ago - Pushed: 12 months ago - Stars: 24 - Forks: 2

Baconbuilder/Scribble_WILSON

Implementation of "Weakly Incremental Learning for Semantic Segmentation with Scribble Annotations"

Language: Python - Size: 43.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

fajieyuan/universal_user_representation

papers of universal user representation learning for recommendation

Size: 56.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 19 - Forks: 1

robot-learning-freiburg/CoDEPS

Continual Learning for Depth Estimation and Panoptic Segmentation

Language: Python - Size: 3.92 MB - Last synced: 17 days ago - Pushed: 8 months ago - Stars: 21 - Forks: 2

Related Keywords
continual-learning 361 deep-learning 88 lifelong-learning 83 incremental-learning 76 pytorch 68 machine-learning 55 computer-vision 36 catastrophic-forgetting 36 transfer-learning 23 class-incremental-learning 20 deep-neural-networks 16 reinforcement-learning 15 natural-language-processing 13 meta-learning 13 self-supervised-learning 11 few-shot-learning 10 knowledge-distillation 10 elastic-weight-consolidation 10 domain-adaptation 10 nlp 8 online-learning 8 dataset 8 lifelong-machine-learning 8 semantic-segmentation 8 artificial-intelligence 8 object-detection 8 variational-autoencoder 8 federated-learning 7 experience-replay 7 representation-learning 7 transformers 7 vision-transformer 7 image-classification 6 tensorflow 6 mnist 6 python 6 robotics 6 transformer 6 classification 6 artificial-neural-networks 6 convolutional-neural-networks 6 neural-network 6 distillation 6 cvpr2022 6 detectron2 5 pruning 5 large-language-models 5 neural-networks 5 continualai 5 zero-shot-learning 5 replay 5 unsupervised-learning 5 knowledge-transfer 5 pre-training 5 jax 5 framework 4 recurrent-neural-networks 4 online-continual-learning 4 reproducible-research 4 cvpr2021 4 benchmark 4 ewc 4 icarl 4 synaptic-intelligence 4 domain-incremental-learning 4 generative-models 4 task-incremental-learning 4 pytorch-implementation 4 brain-inspired-ai 4 text-classification 4 llms 4 bert 4 recommender-system 4 continuous-learning 4 machine-unlearning 4 forgetting 4 papers 4 awesome-list 4 llm 4 survey 3 cifar100 3 machine-learning-algorithms 3 pytorch-lightning 3 domain-generalization 3 core50 3 mobilenetv2 3 user-representation 3 contrastive-learning 3 generative-replay 3 diffusion-models 3 reinforcement-learning-algorithms 3 transformer-architecture 3 3d-object-recognition 3 generative-model 3 user 3 universal-representation 3 3d-point-clouds 3 energy-based-model 3 graph-neural-networks 3 slam 3