moskomule / ewc.pytorchLinks
An implementation of EWC with PyTorch
☆255Updated 6 years ago
Alternatives and similar repositories for ewc.pytorch
Users that are interested in ewc.pytorch are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆281Updated last year
- Overcoming catastrophic forgetting with hard attention to the task☆216Updated 6 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆401Updated 6 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 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 implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆205Updated 3 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆166Updated 7 years ago
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆237Updated 5 years ago
- Elastic weight consolidation technique for incremental learning.☆145Updated 4 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆204Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆203Updated 4 years ago
- A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.☆242Updated 11 months 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
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆107Updated 7 years ago
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆292Updated 4 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
- Implementation of the variational continual learning method☆193Updated 6 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 5 years ago
- Relevant papers in Continual Learning☆735Updated 2 years ago
- Memory Aware Synapses method implementation code☆97Updated 6 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆102Updated 2 years ago
- ☆73Updated 2 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆220Updated 5 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Updated 4 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆200Updated 7 years ago
- ☆155Updated 5 years ago
- Neat implementation of Meta-SGD in pytorch: https://arxiv.org/abs/1707.09835☆89Updated 6 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆95Updated 4 years ago
- A classified list of meta learning papers based on realm.☆363Updated 2 years ago