Alternatives and similar repositories for continual-learning-benchmark:

Users that are interested in continual-learning-benchmark are comparing it to the libraries listed below

• 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 (…
  ☆74Updated last year
• mpourkeshavarz / Cost-Free-Incremental-Learning
  ☆22Updated 2 years ago
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆109Updated 5 years ago
• kminsoo / AFC
  ☆54Updated 2 years ago
• sairin1202 / BIC
  pytorch implementation of Large Scale Incremental Learning
  ☆64Updated 4 years ago
• zhoudw-zdw / CVPR22-Fact
  Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
  ☆122Updated last year
• xialeiliu / GFR-IL
  Generative Feature Replay For Class-Incremental Learning
  ☆37Updated 4 years ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆107Updated last year
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆92Updated 2 years ago
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆50Updated last year
• MasLiang / Learning-without-Forgetting-using-Pytorch
  This is the Pytorch implementation of LwF
  ☆70Updated last month
• moukamisama / F2M
  ☆35Updated 3 years ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆157Updated 3 years ago
• EdenBelouadah / class-incremental-learning
  ☆175Updated 2 years ago
• GT-RIPL / AlwaysBeDreaming-DFCIL
  PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"
  ☆61Updated 2 years ago
• Mattdl / ContinualPrototypeEvolution
  Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…
  ☆44Updated 2 years ago
• Wang-ML-Lab / unified-continual-learning
  [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
  ☆38Updated this week
• DRSAD / iCaRL
  ☆96Updated 2 years ago
• Impression2805 / IL2A
  PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
  ☆35Updated 2 years ago
• hongjoon0805 / SS-IL-Official
  ☆35Updated 3 years ago
• xyutao / fscil
  Official repository for Few-Shot Class-Incremental Learning (FSCIL)
  ☆230Updated 4 years ago
• zqiao11 / TSCIL
  [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
  ☆37Updated 7 months ago
• VisionLearningGroup / OP_Match
  ☆58Updated last year
• hshustc / CVPR19_Incremental_Learning
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆186Updated 3 years ago
• srvCodes / continual_learning_with_vit
  Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
  ☆22Updated 2 years ago
• rahafaljundi / Gradient-based-Sample-Selection
  ☆71Updated 2 years ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆126Updated 3 years ago
• JoyHuYY1412 / DDE_CIL
  ☆59Updated 2 years ago
• aimagelab / LiDER
  Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"
  ☆15Updated 2 years ago
• hastings24 / rethinking_er
  Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
  ☆45Updated last year