Topic: "incremental-learning"
online-ml/river
🌊 Online machine learning in Python
Language: Python - Size: 315 MB - Last synced at: 5 days ago - Pushed at: 21 days ago - Stars: 5,329 - Forks: 575
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: 4 days ago - Pushed at: about 1 month ago - Stars: 1,705 - Forks: 328
open-edge-platform/training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Language: Python - Size: 416 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,187 - Forks: 450
JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
Language: Python - Size: 3.62 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 1,050 - Forks: 156
LAMDA-CL/PyCIL
PyCIL: A Python Toolbox for Class-Incremental Learning
Language: Python - Size: 2.6 MB - Last synced at: 12 days ago - Pushed at: 30 days ago - Stars: 923 - Forks: 143
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: 10 days ago - Pushed at: about 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: 1 day ago - Pushed at: almost 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 7 hours ago - Pushed at: about 4 years ago - Stars: 518 - Forks: 89
Continvvm/continuum
A clean and simple data loading library for Continual Learning
Language: Python - Size: 3.27 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 430 - Forks: 41
LAMDA-CL/LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Language: Python - Size: 7.13 MB - Last synced at: 30 days ago - Pushed at: about 2 months ago - Stars: 407 - Forks: 45
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 12 hours ago - Pushed at: over 1 year ago - Stars: 402 - 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: 10 days ago - Pushed at: almost 2 years ago - Stars: 402 - Forks: 58
esbmc/esbmc
The efficient SMT-based context-bounded model checker (ESBMC)
Language: C - Size: 78.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 344 - Forks: 110
selimfirat/pysad
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
Language: Python - Size: 400 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 260 - Forks: 25
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: about 1 month ago - Pushed at: almost 2 years ago - Stars: 234 - 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: 10 days ago - Pushed at: almost 4 years ago - Stars: 202 - Forks: 24
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: 30 days ago - Pushed at: 9 months ago - Stars: 137 - Forks: 22
outbrain-inc/fwumious_wabbit
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
Language: Rust - Size: 4.4 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 137 - Forks: 19
online-ml/deep-river
Language: Python - Size: 52.8 MB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 136 - Forks: 18
alipsgh/tornado
The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
Language: Python - Size: 17.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 129 - Forks: 30
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
ThyrixYang/awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
Size: 44.9 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 124 - Forks: 14
Fengrui-Liu/StreamAD
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
Language: Python - Size: 31 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 24
qianlima-lab/awesome-lifelong-llm-agent
This repository collects awesome survey, resource, and paper for lifelong learning LLM agents
Language: Python - Size: 12 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 120 - Forks: 6
OatmealLiu/class-iNCD
PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)
Language: Python - Size: 4.55 MB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 119 - Forks: 10
MBKraus/incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
Language: Python - Size: 106 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 118 - Forks: 57
khurramjaved96/incremental-learning
Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
Language: Python - Size: 2.16 MB - Last synced at: 10 days ago - Pushed at: 10 months ago - Stars: 107 - Forks: 24
minimalparts/nonce2vec
Incremental learning of word embeddings with context informativeness.
Language: Python - Size: 5.12 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 15
shivamsaboo17/Overcoming-Catastrophic-forgetting-in-Neural-Networks
Elastic weight consolidation technique for incremental learning.
Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 92 - Forks: 21
SJTU-DMTai/DoubleAdapt
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
Language: Python - Size: 6.67 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 87 - Forks: 13
oflg/TiddlyMemo 📦
TiddlyMemo uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
Size: 482 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 87 - Forks: 5
zzz47zzz/awesome-lifelong-learning-methods-for-llm
This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)
Size: 286 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 84 - Forks: 4
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: over 1 year ago - Pushed at: about 2 years ago - Stars: 84 - Forks: 18
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: about 1 year ago - Pushed at: almost 3 years ago - Stars: 78 - Forks: 6
oflg/Tidme
Tidme uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
Language: Shell - Size: 108 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 77 - Forks: 5
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 2 months ago - Pushed at: about 2 months ago - Stars: 69 - Forks: 3
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: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 67 - Forks: 17
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: 10 days ago - Pushed at: almost 4 years ago - Stars: 60 - Forks: 2
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: 10 days ago - Pushed at: over 2 years ago - Stars: 59 - Forks: 24
wangfin/SSLDPCA-IL-FaultDetection
Semi-Supervised Density Peak Clustering Algorithm, Incremental Learning, Fault Detection（基于半监督密度聚类+增量学习的故障诊断）
Language: Python - Size: 4.06 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 58 - Forks: 8
wannabeOG/MAS-PyTorch
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
Language: Python - Size: 87.9 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 57 - Forks: 8
LTTM/IL-SemSegm
Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
Language: Python - Size: 4.92 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 2
TLESORT/Generative_Continual_Learning
Language: Python - Size: 547 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 53 - Forks: 13
JosephKJ/ELI
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
Language: Python - Size: 1.92 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 9
bharathsudharsan/ML-MCU
Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Language: C - Size: 886 KB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 8
RaptorMai/CVPR20_CLVision_challenge
1'st Place approach for CVPR 2020 Continual Learning Challenge
Language: Python - Size: 25.7 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 45 - Forks: 4
oflg/fishing 📦
Integrate Spaced Repetition System into TiddlyWiki
Language: JavaScript - Size: 930 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 43 - Forks: 7
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: over 1 year ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 9
guglielmocamporese/cvaecaposr
Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.
Language: Python - Size: 2.33 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 8
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: 10 days ago - Pushed at: 10 days ago - Stars: 40 - Forks: 4
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: about 1 month ago - Pushed at: about 1 month ago - Stars: 39 - Forks: 1
jqtangust/IUF
[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection
Language: Python - Size: 12.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 37 - Forks: 0
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: 268 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 37 - Forks: 1
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
garethjns/IncrementalTrees
Adds partial fit method to sklearn's forest estimators to allow incremental training without being limited to a linear model. Works with Dask-ml's Incremental.
Language: Jupyter Notebook - Size: 437 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 36 - Forks: 3
prachigarg23/MDIL-SS
Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 3
mochar/logseq-incremental-blocks
An incremental reading/writing/watching/listening plugin for Logseq with a dynamic priority queue
Language: TypeScript - Size: 563 KB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 34 - Forks: 3
LAMDA-CL/PROOF
Learning without Forgetting for Vision-Language Models (TPAMI 2025)
Language: Python - Size: 581 KB - Last synced at: 30 days ago - Pushed at: 3 months ago - Stars: 34 - Forks: 2
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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 7
Yujun-Shi/CwD
Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning"
Language: Python - Size: 95.7 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 4
rehg-lab/CLRec
Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"
Language: Python - Size: 6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 34 - Forks: 2
zjunlp/ContinueMKGC
[IJCAI 2024] Continual Multimodal Knowledge Graph Construction
Language: Python - Size: 4.18 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 33 - Forks: 5
TLESORT/Continual_Learning_Data_Former
A pytorch compatible data loader to create sequence of tasks for Continual Learning
Language: Python - Size: 1.3 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 3
liyu95/SupportNet
SupportNet: solving catastrophic forgetting in class incremental learning with support data
Language: Jupyter Notebook - Size: 25.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 9
zzz47zzz/codebase-for-incremental-learning-with-llm
[ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models (ACL 2024)", "Incremental Sequence Labeling: A Tale of Two Shifts (ACL 2024 Findings)", and "Concept-1K: A Novel Benchmark for Instance Incremental Learning (arxiv)"
Language: Python - Size: 2.88 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 30 - Forks: 7
menelaoskanakis/RCM
The official repository (in PyTorch) for the ECCV 2020 paper "Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference".
Language: Python - Size: 1.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 30 - Forks: 4
ifnspaml/CIL_Segmentation
[ITSC 2020] Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels
Language: Python - Size: 50.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 3
vlomonaco/ar1-pytorch
AR1* with Latent Replay, implemented in PyTorch
Language: Python - Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 30 - Forks: 9
NeurAI-Lab/CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Language: Python - Size: 84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 5
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: 30 days ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 2
ESanchezLozano/SAIC-Unsupervised-landmark-detection-NeurIPS2019
Code for paper "Object landmark discovery through unsupervised adaptation"
Language: Python - Size: 22.3 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 29 - Forks: 6
greenfish77/gaenari
c++ incremental decision tree
Language: C++ - Size: 707 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 2
IBM/sail
Library for streaming data and incremental learning algorithms.
Language: Python - Size: 28.7 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 12
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: 10 days ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 4
dccuchile/rivertext
RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
Language: Python - Size: 9.85 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 1
RoadoneP/ECCV2024_MBS
[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation
Language: Python - Size: 4.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 22 - Forks: 2
bharathsudharsan/Train_plus_plus
Code for paper 'Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices'
Language: C - Size: 628 KB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 3
Impression2805/IL2A
PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
Language: Python - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 3
bigdata-inha/Split-and-Bridge
(AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
Language: Python - Size: 77.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 6
alessiabertugli/FUSION
PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"
Language: Python - Size: 465 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 1
kulbachcedric/EvOAutoML
Language: Python - Size: 14.4 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 1
ashok-arjun/CSCCT
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
Language: Python - Size: 183 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 1
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: 29 days ago - Pushed at: 29 days ago - Stars: 16 - Forks: 2
ThomasWong2022/thor-public
AutoML tools for solving Time-Varying High-Dimensional Ordinal Regression Problems
Language: Python - Size: 3.03 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3
simplify23/MRN
Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)
Language: Python - Size: 1.94 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 2
zhandawei/Incremental_Kriging_Assisted_Evolutionary_Algorithm
A fast Kriging-assisted evolutionary algorithm based on incremental learning
Language: MATLAB - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 7
manumacc/incremental-learning-image-classification
Replication of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations
Language: Jupyter Notebook - Size: 7.09 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 1
yizt/keras-imprinting
论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;
Language: Jupyter Notebook - Size: 109 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 4
VerwimpEli/CLAD
Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pure PyTorch, Avalanche and Detectron2 implementations.
Language: Python - Size: 12.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 0
wangkai930418/HCV_IIRC
code for our BMVC 2021 paper "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification"
Language: Python - Size: 2.08 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1
naderAsadi/AML
Codebase for " Reducing Representation Drift in Online Continual Learning"
Language: Python - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 1
naderAsadi/CLHive
A PyTorch framework for Continual Learning research.
Language: Python - Size: 182 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1
maharshi95/GANTree
Code release for "GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions", ICCV 2019
Language: Python - Size: 26.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 6
fangvv/ILMIL
Code for paper "基于知识蒸馏的目标检测模型增量深度学习方法"
Language: Python - Size: 2.37 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 3
GhadaSokar/Invariant-Representation-for-Continual-Learning
Implementation for the paper "Learning Invariant Representation for Continual Learning" in PyTorch.
Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 3
johny-c/incremental-label-propagation
Incremental Label Propagation (ILP) - Incremental Semi-Supervised Learning from Streams for Object Classification
Language: Python - Size: 2.56 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 6
jgaud/streamndr
Novelty detection for data streams in Python
Language: Python - Size: 1.05 MB - Last synced at: 30 days ago - Pushed at: 9 months ago - Stars: 11 - Forks: 1
wangkiw/ICLR23-MEMO
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
Language: Python - Size: 90.8 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 1
JonasFrey96/ASL
My Master Thesis at the ASL supervised by Hermann Blum, Francesco Milano and Dr. Cadena Cesar
Language: Jupyter Notebook - Size: 277 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 5
halolimat/SpExtor
:mag_right: :page_facing_up: SpExtor: Sparse Entity Extractor
Language: Java - Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 6
