Alternatives and similar repositories for SRII

Users that are interested in SRII are comparing it to the libraries listed below

• sahagobinda / GPM
  Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
  ☆95Updated 4 years ago
• MehdiAbbanaBennani / continual-learning-ogdplus
  Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)
  ☆44Updated 2 years ago
• 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 (…
  ☆77Updated 2 years ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆116Updated 2 years ago
• Mattdl / ContinualPrototypeEvolution
  Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…
  ☆45Updated 3 years ago
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆54Updated 2 years ago
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆98Updated 3 years ago
• srvCodes / continual-learning-benchmark
  Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…
  ☆52Updated last year
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆117Updated 6 years ago
• phquang / DualNet
  ☆64Updated 3 years ago
• kminsoo / AFC
  ☆58Updated 3 years ago
• hastings24 / rethinking_er
  Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
  ☆49Updated 2 years ago
• DRSAD / iCaRL
  ☆98Updated 3 years ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆162Updated 3 years ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆133Updated 4 years ago
• divyam3897 / UCL
  Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)
  ☆98Updated 2 years ago
• rahafaljundi / Gradient-based-Sample-Selection
  ☆73Updated 2 years ago
• EdenBelouadah / class-incremental-learning
  ☆177Updated 3 years ago
• mpourkeshavarz / Cost-Free-Incremental-Learning
  ☆23Updated 3 years ago
• NeurAI-Lab / CLS-ER
  The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…
  ☆51Updated 2 years ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆203Updated 4 years ago
• moukamisama / F2M
  ☆35Updated 3 years ago
• DonkeyShot21 / cassle
  Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
  ☆124Updated 2 years ago
• xyutao / fscil
  Official repository for Few-Shot Class-Incremental Learning (FSCIL)
  ☆243Updated 4 years ago
• Wang-ML-Lab / unified-continual-learning
  [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
  ☆46Updated 7 months ago
• hshustc / CVPR19_Incremental_Learning
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆190Updated 4 years ago
• shivamsaboo17 / Overcoming-Catastrophic-forgetting-in-Neural-Networks
  Elastic weight consolidation technique for incremental learning.
  ☆145Updated 4 years ago
• Impression2805 / IL2A
  PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
  ☆38Updated 3 years ago
• wangkiw / ICLR23-MEMO
  The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
  ☆46Updated 2 years ago
• LAMDA-CL / CIL_Survey
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆263Updated 9 months ago