Relevant papers in Continual Learning
☆740Jul 25, 2023Updated 2 years ago
Alternatives and similar repositories for continual_learning_papers
Users that are interested in continual_learning_papers are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,832Nov 5, 2025Updated 4 months ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Awesome Incremental Learning☆4,414Jan 29, 2026Updated last month
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆296Mar 6, 2021Updated 5 years ago
- Continual Learning papers list, curated by ContinualAI☆698Apr 22, 2024Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆408Oct 3, 2023Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419May 30, 2023Updated 2 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆473Apr 10, 2025Updated 11 months ago
- ☆54Nov 22, 2019Updated 6 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆208Oct 12, 2021Updated 4 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,037Mar 11, 2025Updated last year
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆93Oct 4, 2023Updated 2 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 2 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆205Jul 25, 2024Updated last year
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆197May 30, 2023Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆337Feb 20, 2024Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Feb 16, 2023Updated 3 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆791Mar 2, 2026Updated 2 weeks ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆32Apr 14, 2020Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆170Apr 11, 2022Updated 3 years ago
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 4 years ago
- ☆177Feb 21, 2022Updated 4 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆220Jan 23, 2019Updated 7 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 4 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆76Mar 25, 2023Updated 2 years ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆325Jan 29, 2024Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 3 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- Implementation of the variational continual learning method☆197May 7, 2019Updated 6 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Dec 15, 2022Updated 3 years ago
- Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning☆37Sep 28, 2021Updated 4 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆406Oct 22, 2018Updated 7 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆471Jul 30, 2024Updated last year