optimass / continual_learning_papersLinks
Relevant papers in Continual Learning
☆735Updated 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:
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- Continual Learning papers list, curated by ContinualAI☆651Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,749Updated 3 months ago
- A clean and simple data loading library for Continual Learning☆436Updated 2 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆303Updated last year
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆292Updated 4 years ago
- 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
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆718Updated 2 weeks ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆281Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆553Updated 2 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- An implementation of EWC with PyTorch☆255Updated 6 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆216Updated 6 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
- Continuum Learning with GEM: Gradient Episodic Memory☆401Updated 6 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆466Updated 4 months ago
- ☆262Updated 3 years ago
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,940Updated 5 months ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆205Updated 3 years ago
- Continual Learning tutorials and demo running on Google Colaboratory.☆354Updated 3 years ago
- A classified list of meta learning papers based on realm.☆363Updated 2 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆204Updated last year
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆166Updated 7 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- ☆418Updated 3 years ago
- Elastic weight consolidation technique for incremental learning.☆145Updated 4 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆597Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆456Updated last year