Alternatives and similar repositories for Elastic-Weights-Consolidation

Users that are interested in Elastic-Weights-Consolidation are comparing it to the libraries listed below

• zqiao11 / TSCIL
  [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
  ☆56Updated last year
• MasLiang / Learning-without-Forgetting-using-Pytorch
  This is the Pytorch implementation of LwF
  ☆77Updated 8 months ago
• G-U-N / a-PyTorch-Tutorial-to-Class-Incremental-Learning
  a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
  ☆100Updated 3 years ago
• LAMDA-CL / CIL_Survey
  Class-Incremental Learning: A Survey (TPAMI 2024)
  ☆263Updated 9 months ago
• ngailapdi / LWF
  Implementation of Learning without Forgetting paper
  ☆133Updated 4 years ago
• DRSAD / iCaRL
  ☆98Updated 3 years ago
• thuml / Domain-Adaptation-Regression
  Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)
  ☆84Updated 3 years ago
• RaptorMai / online-continual-learning
  A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…
  ☆410Updated 2 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
• ContinualAI / continual-learning-baselines
  Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…
  ☆303Updated last year
• Wang-ML-Lab / unified-continual-learning
  [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
  ☆46Updated 7 months ago
• fcdl94 / EWC
  OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation
  ☆10Updated 5 years ago
• WuYichen-97 / Meta-Continual-Learning-Revisited-ICLR2024
  [ICLR 24 Oral/Outstanding Paper Honorable Mention Award 🎉]
  ☆37Updated last year
• shivamsaboo17 / Overcoming-Catastrophic-forgetting-in-Neural-Networks
  Elastic weight consolidation technique for incremental learning.
  ☆146Updated 4 years ago
• AlbinSou / ocl_survey
  Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop
  ☆41Updated last year
• lywang3081 / Awesome-Continual-Learning
  A paper list of our recent survey on continual learning, and other useful resources in this field.
  ☆87Updated last year
• thuml / ForkMerge
  Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)
  ☆17Updated last year
• xxgege / StableNet
  Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".
  ☆194Updated 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
• 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
• shirleyzhu233 / PyTorch-MAML
  A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.
  ☆243Updated last year
• lywang3081 / CAF
  Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence
  ☆22Updated last year
• fszatkowski / cl-teacher-adaptation
  Source code for the paper "Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning" from WACV 2024
  ☆12Updated last year
• YellowPancake / TCIL
  Official Pytorch implementations of TCIL, accepted at AAAI 2023
  ☆18Updated 2 years ago
• mmasana / FACIL
  Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
  ☆553Updated 2 years ago
• Han-Jia / UNICORN-MAML
  PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
  ☆44Updated last year
• Wuziyi123 / SRII
  Class Incremental Learning
  ☆30Updated 2 years ago
• joey-wang123 / CL-refresh-learning
  A Unified and General Framework for Continual Learning, ICLR 2024
  ☆13Updated last year
• aimagelab / mammoth
  An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…
  ☆724Updated last week
• ZHUANGHP / Analytic-federated-learning
  This repo will be continually updating analytic federated learning methods.
  ☆60Updated 5 months ago