Alternatives and similar repositories for fscil:

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

• icoz69 / CEC-CVPR2021
  Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"
  ☆157Updated 3 years ago
• zhoudw-zdw / CVPR22-Fact
  Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
  ☆122Updated last year
• hshustc / CVPR19_Incremental_Learning
  Learning a Unified Classifier Incrementally via Rebalancing
  ☆186Updated 3 years ago
• Rhyssiyan / DER-ClassIL.pytorch
  The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021
  ☆157Updated 3 years ago
• zhoudw-zdw / Awesome-Few-Shot-Class-Incremental-Learning
  Awesome Few-Shot Class-Incremental Learning
  ☆228Updated last year
• EdenBelouadah / class-incremental-learning
  ☆175Updated 2 years ago
• yulu0724 / SDC-IL
  Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)
  ☆119Updated 4 years ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆107Updated last year
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆199Updated 3 years ago
• donlee90 / icarl
  PyTorch Implementation of iCaRL
  ☆109Updated 5 years ago
• yaoyao-liu / class-incremental-learning
  PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
  ☆465Updated 2 years ago
• DRSAD / iCaRL
  ☆96Updated 2 years ago
• arthurdouillard / incremental_learning.pytorch
  A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
  ☆393Updated last year
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆126Updated 3 years ago
• sairin1202 / BIC
  pytorch implementation of Large Scale Incremental Learning
  ☆64Updated 4 years ago
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆92Updated 2 years ago
• VICO-UoE / URL
  Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…
  ☆131Updated 11 months ago
• moukamisama / F2M
  ☆35Updated 3 years ago
• hongjoon0805 / SS-IL-Official
  ☆35Updated 3 years ago
• zhukaii / SPPR
  Implementation of the paper "Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning"
  ☆87Updated 2 years ago
• zhoudw-zdw / CIL_Survey
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆231Updated 2 months ago
• IBM / cdfsl-benchmark
  (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
  ☆226Updated 4 years ago
• HX-idiot / Dynamic-Few-Shot-Visual-Learning-without-Forgetting
  pytorch simple implement for "Dynamic Few-Shot Visual Learning without Forgetting" in Jupyter Version
  ☆42Updated 6 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 (…
  ☆74Updated last year
• chrysts / dsn_fewshot
  ☆90Updated 2 years ago
• brjathu / iTAML
  Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020
  ☆96Updated last year
• zhchuu / continual-learning-reproduce
  Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.
  ☆50Updated last year
• nupurkmr9 / S2M2_fewshot
  ☆113Updated 4 years ago
• kminsoo / AFC
  ☆54Updated 2 years ago
• hytseng0509 / CrossDomainFewShot
  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
  ☆336Updated 4 years ago