optimass / continual_learning_papers
Relevant papers in Continual Learning
☆727Updated last year
Alternatives and similar repositories for continual_learning_papers:
Users that are interested in continual_learning_papers are comparing it to the libraries listed below
- Evaluate three types of task shifting with popular continual learning algorithms.☆517Updated 4 years ago
- Continual Learning papers list, curated by ContinualAI☆628Updated last year
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,699Updated 3 weeks ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆402Updated last year
- A clean and simple data loading library for Continual Learning☆429Updated 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 incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆401Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 3 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆294Updated last year
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆548Updated last year
- An implementation of EWC with PyTorch☆250Updated 6 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆275Updated 9 months ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆234Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆671Updated 3 weeks ago
- Continuum Learning with GEM: Gradient Episodic Memory☆400Updated 6 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆465Updated 3 weeks ago
- ☆256Updated 3 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆580Updated 11 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆443Updated 9 months ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆314Updated last year
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆1,882Updated last month
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆201Updated 9 months ago
- ☆177Updated 3 years ago
- All about domain generalization☆838Updated 2 months ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated last year
- PyCIL: A Python Toolbox for Class-Incremental Learning☆922Updated 2 weeks ago
- DomainBed is a suite to test domain generalization algorithms☆1,495Updated 4 months ago