Topic: incremental-learning Goto Github

👇 Here are 187 public repositories matching this topic...

alipsgh / tornado
incremental-learning,The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
User: alipsgh
data-stream adaptive-learning online-learning concept-drift drift-detection incremental-learning adwin ddm fhddm mddm

arthurdouillard / incremental_learning.pytorch
incremental-learning,A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
User: arthurdouillard
incremental-learning lifelong-learning continual-learning deep-learning pytorch research

bharathsudharsan / ml-mcu
incremental-learning,Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
User: bharathsudharsan
sgd-optimizer gradient-descent tinyml microcontroller armcortexm4 armcortexm0 online-learning machine-learning classifier-training optimization incremental-learning edge-computing

conditionwang / fcil
incremental-learning,This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
User: conditionwang
federated-learning incremental-learning continual-learning cvpr2022

continvvm / continuum
incremental-learning,A clean and simple data loading library for Continual Learning
Organization: continvvm
Home Page: https://continuum.readthedocs.io
continual-learning lifelong-learning incremental-learning online-learning pytorch dataloader dataset

esbmc / esbmc
incremental-learning,The efficient SMT-based context-bounded model checker (ESBMC)
Organization: esbmc
Home Page: http://esbmc.org/
c cpp solidity-contracts bmc incremental-learning k-induction smt-solver kotlin automated-testing automated-verification

fengrui-liu / streamad
incremental-learning,Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
User: fengrui-liu
Home Page: https://streamad.readthedocs.io/en/latest/
anomaly-detection data-stream-processing data-streams incremental-learning machine-learning online-learning outlier-detection python real-time-detection streaming time-series timeseries

g-u-n / a-pytorch-tutorial-to-class-incremental-learning
incremental-learning,a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
User: g-u-n
class-incremental-learning distributed-training pytorch pytorch-tutorial resnet tutorial cifar100 computer-vision continual-learning incremental-learning

g-u-n / pycil
incremental-learning,PyCIL: A Python Toolbox for Class-Incremental Learning
User: g-u-n
incremental-learning lifelong-learning continual-learning machine-learning reproducible-research deep-learning pytorch

gmvandeven / brain-inspired-replay
incremental-learning,A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
User: gmvandeven
continual-learning lifelong-learning incremental-learning generative-replay brain-inspired deep-learning artificial-neural-networks split-mnist permuted-mnist split-cifar100

gmvandeven / continual-learning
incremental-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.
User: gmvandeven
deep-learning artificial-neural-networks continual-learning lifelong-learning incremental-learning replay distillation generative-models variational-autoencoder elastic-weight-consolidation

gt-ripl / continual-learning-benchmark
incremental-learning,Evaluate three types of task shifting with popular continual learning algorithms.
Organization: gt-ripl
continual-learning continuous-learning lifelong-learning incremental-learning deep-learning artificial-neural-networks

guglielmocamporese / cvaecaposr
incremental-learning,Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ballan, ICCV, 2021.
User: guglielmocamporese
openset-recognition incremental-learning variational-autoencoders capsule-networks

impression2805 / cvpr21_pass
incremental-learning,PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
User: impression2805
continual-learning incremental-learning lifelong-learning self-supervised-learning

jh-lee-kr / dualprompt-pytorch
incremental-learning,PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
User: jh-lee-kr
continual-learning deep-learning incremental-learning pytorch-implmention

jh-lee-kr / l2p-pytorch
incremental-learning,PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
User: jh-lee-kr
continual-learning deep-learning incremental-learning pytorch-implemention

josephkj / eli
incremental-learning,(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
User: josephkj
Home Page: https://josephkj.in
cvpr2022 cvpr ebm energy-based-model latent-aligning incremental-learning continual-learning pytorch

josephkj / iod
incremental-learning,(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
User: josephkj
Home Page: https://josephkj.in
incremental-learning object-detection continual-learning meta-learning detectron2 pami-2021 tpami

josephkj / owod
incremental-learning,(CVPR 2021 Oral) Open World Object Detection
User: josephkj
Home Page: https://josephkj.in
open-world object-detection contrastive-learning energy-based-model detectron2 incremental-learning continual-learning cvpr2021 cvpr

khurramjaved96 / incremental-learning
incremental-learning,Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."
User: khurramjaved96
machine-learning convolutional-neural-networks pytorch incremental-learning distillation paper-implementations

lttm / il-semsegm
incremental-learning,Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
Organization: lttm
Home Page: https://lttm.dei.unipd.it/paper_data/IL/
catastrophic-forgetting incremental-learning knowledge-distillation semantic-segmentation

mattdl / clsurvey
incremental-learning,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.
User: mattdl
Home Page: https://ieeexplore.ieee.org/abstract/document/9349197
continual-learning tpami defy-forgetting classification-tasks deep-learning neural-networks framework hyperparameter-tuning inaturalist tinyimagenet

mbkraus / incremental_training
incremental-learning,Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
User: mbkraus
mlflow kafka airflow data-science keras docker docker-compose incremental-learning

minimalparts / nonce2vec
incremental-learning,Incremental learning of word embeddings with context informativeness.
User: minimalparts
distributional-semantics word2vec gensim-word2vec learning-algorithm incremental-learning tiny-data

mmasana / facil
incremental-learning,Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
User: mmasana
Home Page: https://arxiv.org/pdf/2010.15277.pdf
framework deep-learning machine-learning reproducible-research incremental-learning continual-learning lifelong-learning survey

neurai-lab / cls-er
incremental-learning,The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Organization: neurai-lab
brain-inspired continual-learning deep-learning deep-neural-networks incremental-learning lifelong-machine-learning online-continual-learning

oflg / fishing
incremental-learning,Integrate Spaced Repetition System into TiddlyWiki
User: oflg
Home Page: https://tiddlymemo.org/
anki tiddlywiki tiddlywiki-plugin spaced-repetition active-recall flashcards tiddlywiki5 incremental-learning supermemo incremental-reading

oflg / tiddlymemo
incremental-learning,TiddlyMemo uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
User: oflg
Home Page: https://oflg.github.io/Tidme
tiddlywiki tiddlywiki5 anki supermemo lingq incremental-learning incremental-reading tiddlywiki-plugin flashcards

oflg / tidme
incremental-learning,Tidme uses advanced Incremental Learning concepts to make it your powerful second brain for acquiring lifelong knowledge.
User: oflg
Home Page: https://oflg.github.io/Tidme
anki flashcards supermemo tiddlywiki5 spaced-repetition srs memory tiddlywiki-plugin tiddlywiki tiddlywiki-editon

online-ml / deep-river
incremental-learning,
Organization: online-ml
Home Page: https://online-ml.github.io/river-torch
data-science deep-learning incremental-learning machine-learning neural-network online-deep-learning online-learning outlier-detection pytorch stream

online-ml / river
incremental-learning,🌊 Online machine learning in Python
Organization: online-ml
Home Page: https://riverml.xyz
concept-drift data-science incremental-learning machine-learning online-learning online-machine-learning online-statistics python real-time-processing stream-processing streaming streaming-data

openvinotoolkit / training_extensions
incremental-learning,Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Organization: openvinotoolkit
Home Page: https://openvinotoolkit.github.io/training_extensions/
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection

outbrain / fwumious_wabbit
incremental-learning,Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
Organization: outbrain
data-stream-mining deep-learning factorization-machines incremental-learning logistic-regression machine-learning online-learning rust

pervasive-ai-lab / cvpr_clvision_challenge
incremental-learning,CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
Organization: pervasive-ai-lab
Home Page: https://sites.google.com/view/clvision2020/challenge
challenge computer-vision continual-learning core50 cvpr2020 deep-learning incremental-learning lifelong-learning machine-learning

prachigarg23 / mdil-ss
incremental-learning,Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022
User: prachigarg23
incremental-learning semantic-segmentation multi-domain-learning autonomous-driving transfer-learning fine-tuning continual-learning computer-vision

raptormai / cvpr20_clvision_challenge
incremental-learning,1'st Place approach for CVPR 2020 Continual Learning Challenge
User: raptormai
Home Page: https://sites.google.com/view/clvision2020/challenge/challenge-winners
incremental-learning continual-learning lifelong-learning cvpr2020 core50 experience-replay computer-vision

raptormai / online-continual-learning
incremental-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).
User: raptormai
continual-learning computer-vision deep-learning convolutional-neural-networks lifelong-learning incremental-learning catastrophic-forgetting online-continual-learning incremental-continual-learning class-incremental-learning

selimfirat / pysad
incremental-learning,Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
User: selimfirat
anomaly-detection outlier-detection incremental-learning streaming-data anomaly python machine-learning outliers unsupervised-learning real-time intrusion-detection fraud-detection

shipengwang / adam-nscl
incremental-learning,PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"
User: shipengwang
continual-learning incremental-learning lifelong-learning

shivamsaboo17 / overcoming-catastrophic-forgetting-in-neural-networks
incremental-learning,Elastic weight consolidation technique for incremental learning.
User: shivamsaboo17
elastic-weight-consolidation deepmind incremental-learning neural-network

simplify23 / mrn
incremental-learning,Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)
User: simplify23
incremental-learning ocr der ewc lwf wa

sjtu-quant / doubleadapt
incremental-learning,The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
Organization: sjtu-quant
concept-drift distribution-shift incremental-learning kdd2023 meta-learning quantitative-finance stock-prediction

srvcodes / continual-learning-benchmark
incremental-learning,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.
User: srvcodes
Home Page: https://arxiv.org/abs/2007.03032
lifelong-machine-learning continual-learning incremental-learning pytorch tsne icml-2020

sun-hailong / lamda-pilot
incremental-learning,🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
User: sun-hailong
machine-learning continual-learning deep-learning incremental-learning pre-trained-models vision-language-model vision-transformer reproducible-research lifelong-learning pytorch

thyrixyang / awesome-artificial-intelligence-research
incremental-learning,A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
User: thyrixyang
machine-learning artificial-intelligence awesome-list reinforcement-learning meta-learning incremental-learning reinforcement-learning-resources graph-neural-networks automl domain-adaptation generative-adversarial-network self-supervised-learning transfer-learning deep-learning detection recognition interpretability paper computer-vision natural-language-processing

tlesort / generative_continual_learning
incremental-learning,
User: tlesort
continual-learning pytorch incremental-learning lifelong-learning continuous-learning generative-adversarial-network generative-models variational-autoencoder

vision-intelligence-and-robots-group / best-incremental-learning
incremental-learning,An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Organization: vision-intelligence-and-robots-group
incremental-learning continual-learning continuous-learning lifelong-learning catastrophic-forgetting

wangfin / ssldpca-il-faultdetection
incremental-learning,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）
User: wangfin
density-based-clustering semi-supervised-learning incremental-learning fault-detection

wannabeog / mas-pytorch
incremental-learning,A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
User: wannabeog
lifelong-learning pytorch incremental-learning eccv-2018 catastrophic-forgetting

zhoudw-zdw / revisitingcil
incremental-learning,The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
User: zhoudw-zdw
Home Page: http://arxiv.org/abs/2303.07338
catastrophic-forgetting class-incremental-learning continual-learning incremental-learning lifelong-learning