Yuxing-Wang-THU / Elastic-Weights-ConsolidationLinks
Pytorch implementations of Elastic Weight Consolidation (EWC)
☆36Updated 2 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:
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆54Updated last year
- This is the Pytorch implementation of LwF☆77Updated 7 months ago
- ☆99Updated 3 years ago
- a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.☆98Updated 3 years ago
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆83Updated 3 years ago
- Implementation of Learning without Forgetting paper☆133Updated 4 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated last year
- Elastic weight consolidation technique for incremental learning.☆144Updated 4 years ago
- This is a Pytorch Implementation of the DASP algorithm from the paper "Explaining Deep Neural Networks with a Polynomial Time Algorithm f…☆10Updated 5 years ago
- Fuzzy Deep Neural Network.☆59Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆408Updated 2 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆263Updated 9 months ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆302Updated last year
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆45Updated 6 months ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆41Updated last year
- 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
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆85Updated last year
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Updated 2 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Updated 5 years ago
- Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence☆22Updated last year
- Contrastive Learning for Domain Adaptation of Time Series☆91Updated last year
- OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning☆26Updated 2 months ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆136Updated last year
- Source code for the paper "Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning" from WACV 2024☆12Updated last year
- Class Incremental Learning☆30Updated last year
- Official Pytorch implementations of TCIL, accepted at AAAI 2023☆18Updated 2 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆242Updated 2 years ago
- A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381☆17Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year