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GMvandeVen / Continual LearningPyTorch 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.
LAMDA-CL / PyCILPyCIL: A Python Toolbox for Class-Incremental Learning
mmasana / FACILFramework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
yaoyao-liu / Class Incremental LearningPyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
RaptorMai / Online Continual LearningA 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).
ZHUANGHP / Analytic Continual LearningThis repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel Embedded Analytic Learning (GKEAL), Dual-Stream Analytic Learning (DS-AL), etc.
LAMDA-CL / CIL SurveyClass-Incremental Learning: A Survey (TPAMI 2024)
GMvandeVen / Brain Inspired ReplayA brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
LAMDA-CL / Awesome Few Shot Class Incremental LearningAwesome Few-Shot Class-Incremental Learning
xyutao / FscilOfficial repository for Few-Shot Class-Incremental Learning (FSCIL)
EdenBelouadah / Class Incremental LearningNo description available
Rhyssiyan / DER ClassIL.pytorchThe official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
LAMDA-CL / RevisitingCILRevisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
LAMDA-CL / CVPR22 FactForward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
LAMDA-CL / C3BoxC3Box: A CLIP-based Class-Incremental Learning Toolbox
conditionWang / FCILThis is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
yulu0724 / SDC ILSemantic Drift Compensation for Class-Incremental Learning (CVPR2020)
yaoyao-liu / CL DETRPyTorch implementation of "Continual Detection Transformer for Incremental Object Detection" (CVPR 2023)
G-U-N / A PyTorch Tutorial To Class Incremental Learninga PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
NeuralCollapseApplications / FSCIL[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"
