open-edge-platform/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Language: Python - Size: 417 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 1,192 - Forks: 452

samuelcampozano/neuro-risk-logic

A lightweight machine learning-based API that estimates the likelihood of neurodevelopmental conditions using demographic, clinical, and genetic risk factors—without needing explicit diagnosis labels. The system leverages expert logic and statistical modeling to simulate real-world predictions in resource-constrained scenarios.

Language: Python - Size: 553 KB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 0 - Forks: 0

selimfirat/pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Language: Python - Size: 474 KB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 264 - Forks: 25

LAMDA-CL/PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

Language: Python - Size: 2.6 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 943 - Forks: 143

esbmc/esbmc

The efficient SMT-based context-bounded model checker (ESBMC)

Language: C - Size: 84.5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 350 - Forks: 111

csiro-robotics/Flashback-Learning

[Neural Networks 2025] 🚀 Flashback-Learning (FL): The official repository of Flashbacks to harmonize stability and plasticity in continual learning

Language: Python - Size: 1.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

online-ml/deep-river

Language: Python - Size: 52.9 MB - Last synced at: 9 days ago - Pushed at: 20 days ago - Stars: 142 - Forks: 20

LivingCryogen/Hazard

Hazard! is a local "hot-seat" game for two to six players developed using Windows Presentation Foundation (WPF).

Language: C# - Size: 190 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 4 - Forks: 0

bjzhb666/MLLM-CL

This is the official repo of MLLM-CL.

Language: Python - Size: 8.41 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 10 - Forks: 0

FlowFrontiers/IFLforTFC

Supporting page for the manuscript titled, "Incremental Federated Learning for Traffic Flow Classification in Heterogeneous Data Scenarios."

Language: Jupyter Notebook - Size: 33.5 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 4 - Forks: 2

online-ml/river

🌊 Online machine learning in Python

Language: Python - Size: 317 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 5,373 - Forks: 578

zjunlp/ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Language: Python - Size: 4.18 MB - Last synced at: 11 days ago - Pushed at: 29 days ago - Stars: 53 - Forks: 7

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: 125 - Forks: 14

Continvvm/continuum

A clean and simple data loading library for Continual Learning

Language: Python - Size: 3.27 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 432 - Forks: 41

LAMDA-CL/PROOF

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

Language: Python - Size: 581 KB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 39 - Forks: 2

AlejandroDopico2/CIFNet

CIFNet: A lightweight, single-pass Class Incremental Learning model designed for edge devices. Minimizes training time, energy consumption, and memory usage, making it ideal for real-time, resource-constrained environments.

Language: Python - Size: 1.6 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2 - Forks: 0

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 at: 5 days ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 3

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: 22 days ago - Pushed at: 22 days ago - Stars: 20 - Forks: 2

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: 25 days ago - Pushed at: 25 days ago - Stars: 52 - Forks: 1

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: 26 days ago - Pushed at: 26 days ago - Stars: 129 - Forks: 6

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: 26 days ago - Pushed at: 26 days ago - Stars: 182 - Forks: 13

IBM/sail

Library for streaming data and incremental learning algorithms.

Language: Python - Size: 28.7 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 24 - Forks: 12

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: 27 days ago - Pushed at: about 1 month ago - Stars: 1,709 - Forks: 328

muratonuryildirim/serena

Code for CoLLAs-2025 paper "Self-Regulated Neurogenesis for Online Data-Incremental Learning"

Language: Python - Size: 1.79 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 5 - Forks: 0

JosephKJ/OWOD

(CVPR 2021 Oral) Open World Object Detection

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

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: 403 - Forks: 58

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: 3 days ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 5

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: about 1 month ago - Pushed at: about 2 years ago - Stars: 549 - Forks: 101

cbmorrell/adaptive-regression

Source code for publication on context-informed incremental learning in regression-based myoelectric control.

Language: Python - Size: 6.78 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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 1 month ago - Pushed at: about 4 years ago - Stars: 518 - Forks: 89

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 40 - Forks: 4

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: 237 - Forks: 65

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: about 2 months ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 4

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: about 2 months ago - Pushed at: about 1 year ago - Stars: 581 - Forks: 51

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: about 2 months ago - Pushed at: almost 4 years ago - Stars: 60 - 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: 2 months ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1

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: about 2 months ago - Pushed at: about 4 years ago - Stars: 202 - Forks: 24

john-fante/john-fante

In my code portfolio, I generally try new techniques and methods in machine learning. I don't like only copying and pasting.

Size: 318 KB - Last synced at: 2 months ago - Pushed at: 2 months 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 survey (Neurocomputing).

Language: Python - Size: 258 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 402 - Forks: 58

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: 2 months ago - Pushed at: 2 months ago - Stars: 34 - Forks: 3

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: 2 months ago - Pushed at: 10 months ago - Stars: 137 - Forks: 22

LAMDA-CL/LAMDA-PILOT

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

Language: Python - Size: 7.13 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 407 - Forks: 45

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: 2 months ago - Pushed at: about 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: 2 months ago - Pushed at: 2 months ago - Stars: 39 - Forks: 1

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: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 3

kmalialis/siameseduo

SiameseDuo++ (Neurcomputing 2025)

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

H-IAAC/cst-incremental-babybot

Repository for the code of the work "Where Are My Toys Going? Exploring Incremental Learning in Object Tracking and Object Permanence" submitted to IEEE International Conference on Development and Learning (ICDL-2025)

Language: Java - Size: 365 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

vishallmaurya/tweets-analyzer

A fast, secure, and continuously evolving sentiment analysis platform powered by MERN and Machine Learning. Supports incremental learning for real-time accuracy improvements!

Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 3 months ago - Pushed at: 3 months 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: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 2 months ago - Pushed at: about 2 years ago - Stars: 123 - Forks: 24

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

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: 3 months ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 5

grahman20/ADF

Adaptive Decision Forest(ADF) is an incremental machine learning framework called to produce a decision forest to classify new records. ADF is capable to classify new records even if they are associated with previously unseen classes. ADF also is capable of identifying and handling concept drift; it, however, does not forget previously gained knowledge. Moreover, ADF is capable of handling big data if the data can be divided into batches.

Language: Java - Size: 1.63 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

OatmealLiu/class-iNCD

PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)

Language: Python - Size: 4.55 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 119 - Forks: 10

outbrain-inc/fwumious_wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

Language: Rust - Size: 4.4 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 137 - Forks: 19

JosephKJ/iOD

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

Language: Python - Size: 1.46 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 23

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: 2 months ago - Pushed at: over 2 years ago - Stars: 46 - 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: 2 months ago - Pushed at: over 5 years ago - Stars: 57 - Forks: 8

JosephKJ/merlin

(NeurIPS 2020) Meta-Consolidation for Continual Learning

Language: Python - Size: 10.9 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 7

marcomistretta/marcomistretta

Welcome to my GitHub page!

Size: 6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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: about 1 month ago - Pushed at: 4 months ago - Stars: 22 - Forks: 1

libo-huang/eTag

[AAAI-2024] Official implementation of "eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation"

Language: Python - Size: 425 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Alessio-Siciliano/Incremental-Learning-iCarl

Language: Python - Size: 469 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

jqtangust/IUF

[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection

Language: Python - Size: 12.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 37 - Forks: 0

minimalparts/nonce2vec

Incremental learning of word embeddings with context informativeness.

Language: Python - Size: 5.12 MB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 15

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: 5 months ago - Pushed at: 5 months ago - Stars: 30 - Forks: 7

tassa-yoniso-manasi-karoto/irgen

Incremental reading card generator for Anki supporting Wikipedia & local HTML files

Language: Go - Size: 18.5 MB - Last synced at: 18 days ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

akb89/nonce2vec Fork of minimalparts/nonce2vec

Incremental learning of word embeddings with context informativeness

Language: Python - Size: 5.1 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

scostap/SNN-CL-AutonomousDriving

This repository explores Spiking Neural Networks (SNNs) and Continual Learning (CL) techniques for autonomous driving tasks, focusing on domain-incremental learning.

Language: Jupyter Notebook - Size: 386 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

myceliumAI/TheMindSealer

Simple automated alternative to improve your incremental learning workflow by selecting only relevant text passages tailored to your needs.

Size: 115 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

vlomonaco/ar1-pytorch

AR1* with Latent Replay, implemented in PyTorch

Language: Python - Size: 15.7 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 30 - Forks: 9

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: 6 months ago - Pushed at: 6 months ago - Stars: 87 - Forks: 13

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: 3 months ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 3

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: 3 months ago - Pushed at: over 1 year ago - Stars: 129 - Forks: 30

JosephKJ/ELI

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

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

saeedahmadicp/KAN-CL-ViT

Continual Learning with KAN based ViT to mitigate catastrophic forgetting

Language: Python - Size: 37.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

DLR-RM/RECALL

Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.

Language: Python - Size: 753 KB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

ThomasWong2022/thor-public

AutoML tools for solving Time-Varying High-Dimensional Ordinal Regression Problems

Language: Python - Size: 3.03 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3

XinaiLU/Incremental-Image-Classification----Fine-Tuning-of-Super-Class-Learning

Kaggle Competition for the final of Machine Learning, URL: https://www.kaggle.com/competitions/superclass-learning. The model to be adapted is professor's thesis code ~ Adapting to the new competition setting

Language: Python - Size: 126 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

mmasana/Class-Orderings

Code from "On Class Orderings for Incremental Learning", CL-ICML 2020

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

khurramjaved96/incremental-learning

Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."

Language: Python - Size: 2.16 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 107 - Forks: 24

libo-huang/Awesome-Causal-Incremental-Learning

Awesome Causal Incremental / Continual / Lifelong Learning

Size: 22.5 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

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: 2 months ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 3

cjbayron/clem.pytorch

Continual Learning methods using Episodic Memory (CLEM) in PyTorch

Language: Jupyter Notebook - Size: 23.4 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

libo-huang/Awesome-Incremental-Generative-Learning

Awesome Incremental / Continual / Lifelong Generative Learning

Size: 187 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

jgaud/streamndr

Novelty detection for data streams in Python

Language: Python - Size: 1.05 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 11 - Forks: 1

RoadoneP/ECCV2024_MBS

[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation

Language: Python - Size: 4.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 22 - Forks: 2

khaendler/HoeffdingPruningTree

An extension of the Hoeffding tree that prunes itself based on feature importance.

Language: Python - Size: 53.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

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: 28 days ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 1

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: 8 months ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 1

hasi03/credit-risk-modeling

Predicting the probability of a loan applicant paying back the loan.This repository aims to analyze data from different types of personal loans and apply machine learning algorithms to develop a credit risk predictor.

Language: HTML - Size: 24.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

iuliaoltean11/Catastrophic-Forgetting-in-Incremental-Learning-using-Unlabeled-Data

The project leverages a pre-trained teacher model (SimpleCNN) to guide the training of a student model (CTNet). The training process combines cross-entropy loss for true labels with KL divergence loss for soft targets provided by the teacher model.

Language: Python - Size: 310 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

kulbachcedric/EvOAutoML

Language: Python - Size: 14.4 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 1

rom1mouret/inplastic

incremental learning experiments

Language: Python - Size: 602 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

csiro-robotics/CL3

[J. Imaging 2023] The official repository for paper CL3: Generalization of Contrastive Loss for Lifelong Learning J. Imaging 2023, 9(12), 259; https://doi.org/10.3390/jimaging9120259

Language: Python - Size: 202 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

csiro-robotics/SDCL

[Neural Networks 2023] The official repository of Neural Networks Journal "Subspace Distillation for Continual Learning"

Language: Python - Size: 298 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

csiro-robotics/L3DMC

🤖[MICCAI 2023] The official repository for paper "L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space"

Language: Python - Size: 536 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

YiLunLee/Attentive_Replay_IL

Data Efficient Incremental Learning Via Attentive Knowledge Replay (IEEE SMC 2023)

Language: Python - Size: 1.07 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

luciainnocenti/Incremental-learning

The main goal of this project is to implement a neural network capable of learning different tasks without forgetting the ones it has learned before.

Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 0