Wuziyi123 / SRII

Related projects ⓘ

Alternatives and complementary repositories for SRII

• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆104Updated last year
• sahagobinda / GPM
  Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
  ☆88Updated 3 years ago
• MehdiAbbanaBennani / continual-learning-ogdplus
  Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)
  ☆41Updated 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 (…
  ☆73Updated last year
• Mattdl / ContinualPrototypeEvolution
  Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…
  ☆43Updated 2 years ago
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆49Updated last year
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆89Updated 2 years ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆155Updated 3 years ago
• zhoudw-zdw / TPAMI-Limit
  The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.
  ☆35Updated 11 months ago
• wangkiw / ICLR23-MEMO
  The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
  ☆39Updated last year
• CanPeng123 / FSCIL_ALICE
  ☆28Updated last year
• kminsoo / AFC
  ☆53Updated 2 years ago
• Wang-ML-Lab / unified-continual-learning
  [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
  ☆34Updated 10 months ago
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆108Updated 5 years ago
• EdenBelouadah / class-incremental-learning
  ☆175Updated 2 years ago
• Han-Jia / UNICORN-MAML
  PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
  ☆38Updated 4 months ago
• icoz69 / CEC-CVPR2021
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆152Updated 3 years ago
• hastings24 / rethinking_er
  Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
  ☆43Updated last year
• zhoudw-zdw / CVPR22-Fact
  Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
  ☆116Updated last year
• zhoudw-zdw / CIL_Survey
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆214Updated this week
• sairin1202 / BIC
  pytorch implementation of Large Scale Incremental Learning
  ☆64Updated 4 years ago
• moukamisama / F2M
  ☆35Updated 2 years ago
• hongjoon0805 / SS-IL-Official
  ☆35Updated 3 years ago
• rahafaljundi / Gradient-based-Sample-Selection
  ☆70Updated last year
• DonkeyShot21 / cassle
  Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
  ☆116Updated 2 years ago
• Impression2805 / IL2A
  PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
  ☆33Updated 2 years ago
• divyam3897 / UCL
  Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)
  ☆93Updated last year
• phquang / DualNet
  ☆63Updated 2 years ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆197Updated 3 years ago
• sun-hailong / CVPR24-Ease
  The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.
  ☆56Updated 2 months ago