Alternatives and similar repositories for continual-learning-benchmark:

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

• Mattdl / ContinualPrototypeEvolution
  Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…
  ☆44Updated 2 years ago
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆51Updated last year
• 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 (…
  ☆75Updated 2 years ago
• sairin1202 / BIC
  pytorch implementation of Large Scale Incremental Learning
  ☆65Updated 4 years ago
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆92Updated 2 years ago
• Wang-ML-Lab / unified-continual-learning
  [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
  ☆39Updated last month
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆111Updated 5 years ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆107Updated last year
• srvCodes / continual_learning_with_vit
  Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
  ☆22Updated 2 years ago
• kminsoo / AFC
  ☆55Updated 2 years ago
• xialeiliu / GFR-IL
  Generative Feature Replay For Class-Incremental Learning
  ☆37Updated 4 years ago
• moukamisama / F2M
  ☆35Updated 3 years ago
• mpourkeshavarz / Cost-Free-Incremental-Learning
  ☆23Updated 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
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆158Updated 3 years ago
• Impression2805 / IL2A
  PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
  ☆36Updated 2 years ago
• xyutao / fscil
  Official repository for Few-Shot Class-Incremental Learning (FSCIL)
  ☆231Updated 4 years ago
• EdenBelouadah / class-incremental-learning
  ☆176Updated 3 years ago
• DRSAD / iCaRL
  ☆98Updated 2 years ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆128Updated 3 years ago
• phquang / DualNet
  ☆63Updated 3 years ago
• icoz69 / CEC-CVPR2021
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆162Updated 3 years ago
• DonkeyShot21 / cassle
  Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
  ☆121Updated 2 years ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆201Updated 3 years ago
• aimagelab / LiDER
  Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"
  ☆15Updated 2 years ago
• zhoudw-zdw / CVPR22-Fact
  Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
  ☆124Updated last year
• sahagobinda / GPM
  Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
  ☆88Updated 3 years ago
• BurakGurbuz97 / NISPA
  Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning
  ☆20Updated 2 years ago
• stony-hub / learning_without_memorizing
  A pytorch implementation of CVPR 2019 paper Learning without Memorizing.
  ☆17Updated 7 months ago
• tyler-hayes / Deep_SLDA
  PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discrimina…
  ☆55Updated 2 years ago