lywang3081 / CAFLinks
Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence
☆28Updated 2 years ago
Alternatives and similar repositories for CAF
Users that are interested in CAF are comparing it to the libraries listed below
Sorting:
- 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
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆97Updated last year
- [ICLR 24 Oral/Outstanding Paper Honorable Mention Award 🎉]☆39Updated last year
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆22Updated 2 years ago
- Awesome Incremental / Continual / Lifelong Generative Learning☆19Updated 4 months ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆28Updated 2 years ago
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆51Updated 5 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆19Updated 2 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Updated 3 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆97Updated 4 years ago
- This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel…☆274Updated last year
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆171Updated 3 years ago
- This repo will be continually updating analytic federated learning methods.☆65Updated 8 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆90Updated last year
- ☆67Updated 3 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆204Updated 4 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆51Updated 2 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆42Updated last year
- Class Incremental Learning☆30Updated 2 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆45Updated 3 years ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆51Updated 10 months ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆320Updated last year
- Theory and PyTorch implementation of Deep Variational Information Bottleneck☆35Updated 5 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆98Updated 3 years ago
- ☆28Updated 4 years ago
- The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"☆12Updated 2 years 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
- Code for ICML2023 paper, DDGR: Continual Learning with Deep Diffusion-based Generative Replay.☆39Updated 2 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- Pytorch implementations of Elastic Weight Consolidation (EWC)☆36Updated 2 years ago