Yuxing-Wang-THU / Elastic-Weights-ConsolidationLinks
Pytorch implementations of Elastic Weight Consolidation (EWC)
☆38Updated 3 years ago
Alternatives and similar repositories for Elastic-Weights-Consolidation
Users that are interested in Elastic-Weights-Consolidation are comparing it to the libraries listed below
Sorting:
- This is the Pytorch implementation of LwF☆80Updated last year
- Elastic weight consolidation technique for incremental learning.☆151Updated 5 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆65Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆326Updated last year
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated 2 years ago
- ☆101Updated 3 years ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆147Updated 2 years ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆53Updated 2 years ago
- Implementation of Learning without Forgetting paper☆131Updated 4 years ago
- Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)☆17Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆51Updated last year
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆84Updated 4 years ago
- ☆19Updated 5 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆605Updated last year
- An implementation of EWC with PyTorch☆256Updated 6 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆43Updated last year
- A pytorch implementation of Maximum Mean Discrepancies(MMD) loss☆213Updated 3 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆107Updated 4 months ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆99Updated 3 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆100Updated 4 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Updated 6 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆558Updated 2 years ago
- Awesome Few-Shot Class-Incremental Learning☆248Updated 2 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆778Updated 2 months ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆79Updated 2 years ago
- A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.☆247Updated last year
- PyTorch Implementation of iCaRL☆118Updated 6 years ago