prprbr / awesome-lifelong-continual-learningLinks
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
Sorting:
- Evaluate three types of task shifting with popular continual learning algorithms.☆520Updated 4 years ago
- Relevant papers in Continual Learning☆731Updated last year
- Overcoming catastrophic forgetting with hard attention to the task☆215Updated 6 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆279Updated 11 months ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆400Updated 6 years ago
- An implementation of EWC with PyTorch☆254Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆163Updated 7 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆203Updated 11 months ago
- A classified list of meta learning papers based on realm.☆359Updated 2 years ago
- ☆260Updated 3 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆241Updated 2 years ago
- ☆73Updated 2 years ago
- Memory Aware Synapses method implementation code☆97Updated 6 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated last year
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆405Updated 2 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 3 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
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Updated 4 years ago
- Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".☆193Updated 6 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago
- Lifelong/Continual Learning Paper List☆155Updated 6 years ago
- ☆154Updated 5 years ago
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆235Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆102Updated 2 years ago
- A curated list of Meta-Learning resources/papers.☆553Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago