prprbr / awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
☆292Updated 4 years ago
Alternatives and similar repositories for awesome-lifelong-continual-learning:
Users that are interested in awesome-lifelong-continual-learning are comparing it to the libraries listed below
- Evaluate three types of task shifting with popular continual learning algorithms.☆517Updated 4 years ago
- Relevant papers in Continual Learning☆727Updated last year
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆275Updated 9 months ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆400Updated 6 years ago
- An implementation of EWC with PyTorch☆250Updated 6 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 3 years 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
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆401Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆402Updated last year
- ☆256Updated 3 years ago
- Lifelong/Continual Learning Paper List☆155Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆201Updated 9 months ago
- Memory Aware Synapses method implementation code☆95Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆163Updated 7 years ago
- Implementation of the variational continual learning method☆188Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆465Updated 3 weeks ago
- A classified list of meta learning papers based on realm.☆359Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆189Updated 4 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated last year
- 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 Continual Learning of Context-dependent Processing in Neural Networks☆178Updated 3 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆146Updated 4 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆103Updated 6 years ago
- ☆177Updated 3 years ago
- A clean and simple data loading library for Continual Learning☆429Updated last year
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆101Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 4 years ago
- The newest reading list for representation learning☆115Updated 4 years ago