Alternatives and similar repositories for class-incremental-learning

Users that are interested in class-incremental-learning are comparing it to the libraries listed below

• hshustc / CVPR19_Incremental_Learning
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆190Updated 4 years ago
• sairin1202 / BIC
  pytorch implementation of Large Scale Incremental Learning
  ☆66Updated 5 years ago
• xyutao / fscil
  Official repository for Few-Shot Class-Incremental Learning (FSCIL)
  ☆243Updated 4 years ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆204Updated 4 years ago
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆117Updated 6 years ago
• yaoyao-liu / class-incremental-learning
  PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
  ☆469Updated 5 months ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆163Updated 3 years ago
• arthurdouillard / incremental_learning.pytorch
  A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
  ☆407Updated last year
• yulu0724 / SDC-IL
  Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)
  ☆119Updated 5 years ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆133Updated 4 years ago
• brjathu / iTAML
  Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020
  ☆99Updated last year
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆54Updated 2 years ago
• xialeiliu / GFR-IL
  Generative Feature Replay For Class-Incremental Learning
  ☆37Updated 5 years ago
• wuyuebupt / LargeScaleIncrementalLearning
  ☆71Updated 5 years ago
• PatrickZH / End-to-End-Incremental-Learning
  Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]
  ☆63Updated 6 years ago
• srebuffi / iCaRL
  ☆263Updated 3 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 (…
  ☆78Updated 2 years ago
• DRSAD / iCaRL
  ☆98Updated 3 years ago
• drimpossible / GDumb
  Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …
  ☆93Updated last year
• optimass / Maximally_Interfered_Retrieval
  Codebase for "Online Continual Learning with Maximally Interfered Retrieval"
  ☆103Updated 2 years ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆118Updated 2 years ago
• joansj / hat
  Overcoming catastrophic forgetting with hard attention to the task
  ☆218Updated 6 years ago
• kminsoo / AFC
  ☆58Updated 3 years ago
• bigdata-inha / Split-and-Bridge
  (AAAI 2021) Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
  ☆24Updated 4 years ago
• icoz69 / CEC-CVPR2021
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆164Updated 4 years ago
• mmasana / FACIL
  Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
  ☆554Updated 2 years ago
• rahafaljundi / MAS-Memory-Aware-Synapses
  Memory Aware Synapses method implementation code
  ☆97Updated 6 years ago
• kibok90 / iccv2019-inc
  ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild
  ☆80Updated 2 years ago
• moukamisama / F2M
  ☆35Updated 3 years ago
• IBM / cdfsl-benchmark
  (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
  ☆231Updated 4 years ago