Alternatives and similar repositories for fscil

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

• icoz69 / CEC-CVPR2021

  View on GitHub
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆167Jun 22, 2021Updated 4 years ago
• LAMDA-CL / Awesome-Few-Shot-Class-Incremental-Learning

  View on GitHub
  Awesome Few-Shot Class-Incremental Learning
  ☆248Jan 14, 2024Updated 2 years ago
• LAMDA-CL / CVPR22-Fact

  View on GitHub
  Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
  ☆137Oct 31, 2023Updated 2 years ago
• EdenBelouadah / class-incremental-learning

  View on GitHub
  ☆177Feb 21, 2022Updated 3 years ago
• hshustc / CVPR19_Incremental_Learning

  View on GitHub
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆194Apr 23, 2021Updated 4 years ago
• arthurdouillard / incremental_learning.pytorch

  View on GitHub
  A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
  ☆408Oct 3, 2023Updated 2 years ago
• yaoyao-liu / class-incremental-learning

  View on GitHub
  PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
  ☆471Apr 10, 2025Updated 10 months ago
• yulu0724 / SDC-IL

  View on GitHub
  Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)
  ☆120Aug 11, 2020Updated 5 years ago
• Rhyssiyan / DER-ClassIL.pytorch

  View on GitHub
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆169Oct 29, 2021Updated 4 years ago
• mmasana / FACIL

  View on GitHub
  Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
  ☆560May 26, 2023Updated 2 years ago
• CanPeng123 / FSCIL_ALICE

  View on GitHub
  ☆33May 19, 2023Updated 2 years ago
• LinglanZhao / BiDistFSCIL

  View on GitHub
  Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.
  ☆39May 25, 2023Updated 2 years ago
• zhukaii / SPPR

  View on GitHub
  Implementation of the paper "Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning"
  ☆89Oct 28, 2022Updated 3 years ago
• renmengye / inc-few-shot-attractor-public

  View on GitHub
  Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"
  ☆121Mar 19, 2020Updated 5 years ago
• LAMDA-CL / PyCIL

  View on GitHub
  PyCIL: A Python Toolbox for Class-Incremental Learning
  ☆1,056Jan 29, 2026Updated 2 weeks ago
• xialeiliu / Awesome-Incremental-Learning

  View on GitHub
  Awesome Incremental Learning
  ☆4,394Jan 29, 2026Updated 2 weeks ago
• Impression2805 / CVPR21_PASS

  View on GitHub
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆119May 13, 2023Updated 2 years ago
• feyzaakyurek / subspace-reg

  View on GitHub
  Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
  ☆30May 27, 2023Updated 2 years ago
• arthurdouillard / dytox

  View on GitHub
  Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
  ☆148Jun 30, 2022Updated 3 years ago
• kminsoo / AFC

  View on GitHub
  ☆60Apr 1, 2022Updated 3 years ago
• moukamisama / F2M

  View on GitHub
  ☆35Jan 3, 2022Updated 4 years ago
• IBM / constrained-FSCIL

  View on GitHub
  PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"
  ☆60Apr 1, 2022Updated 3 years ago
• sud0301 / essentials_for_CIL

  View on GitHub
  Official repository of the paper 'Essentials for Class Incremental Learning'
  ☆42Sep 16, 2021Updated 4 years ago
• Vision-Intelligence-and-Robots-Group / Best-Incremental-Learning

  View on GitHub
  An Incremental Learning, Continual Learning, and Life-Long Learning Repository
  ☆606May 11, 2024Updated last year
• 1170300714 / LP-DiF

  View on GitHub
  ☆22Dec 28, 2024Updated last year
• renmengye / oc-fewshot-public

  View on GitHub
  Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"
  ☆25Jul 18, 2021Updated 4 years ago
• LAMDA-CL / TPAMI-Limit

  View on GitHub
  The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)
  ☆38Nov 15, 2023Updated 2 years ago
• srebuffi / iCaRL

  View on GitHub
  ☆269Sep 29, 2021Updated 4 years ago
• NeuralCollapseApplications / FSCIL

  View on GitHub
  [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…
  ☆93Aug 7, 2023Updated 2 years ago
• optimass / continual_learning_papers

  View on GitHub
  Relevant papers in Continual Learning
  ☆741Jul 25, 2023Updated 2 years ago
• GMvandeVen / continual-learning

  View on GitHub
  PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…
  ☆1,823Nov 5, 2025Updated 3 months ago
• Continvvm / continuum

  View on GitHub
  A clean and simple data loading library for Continual Learning
  ☆445Jun 25, 2023Updated 2 years ago
• chaht01 / Co2L

  View on GitHub
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆99Mar 30, 2022Updated 3 years ago
• LAMDA-CL / CIL_Survey

  View on GitHub
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆278Nov 7, 2024Updated last year
• JoyHuYY1412 / DDE_CIL

  View on GitHub
  ☆59Mar 23, 2022Updated 3 years ago
• gidariss / FewShotWithoutForgetting

  View on GitHub
  ☆524Jul 5, 2021Updated 4 years ago
• HX-idiot / Dynamic-Few-Shot-Visual-Learning-without-Forgetting

  View on GitHub
  pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version
  ☆42Dec 2, 2018Updated 7 years ago
• facebookresearch / Adversarial-Continual-Learning

  View on GitHub
  Implementation for the paper "Adversarial Continual Learning" in PyTorch.
  ☆255May 25, 2023Updated 2 years ago
• kyoyachuan / metafscil

  View on GitHub
  ☆10Sep 8, 2022Updated 3 years ago