mabirck / CatastrophicForgetting-EWC
#WORK IN PROGRESS PyTorch Implementation of Supervised and Deep Q-Learning EWC(Elastic Weight Consolidation), introduced in "Overcoming Catastrophic Forgetting in Neural Networks"
☆28Updated 6 years ago
Alternatives and similar repositories for CatastrophicForgetting-EWC:
Users that are interested in CatastrophicForgetting-EWC are comparing it to the libraries listed below
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆34Updated 7 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆201Updated 3 years ago
- Memory Aware Synapses method implementation code☆94Updated 6 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆99Updated 6 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆104Updated 2 years ago
- ☆71Updated 2 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆99Updated 2 years ago
- ☆53Updated 5 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆159Updated 7 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆99Updated 4 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆74Updated 4 years ago
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆52Updated 4 years ago
- Implementation of Bayesian Gradient Descent☆37Updated last year
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆271Updated 6 months ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆45Updated last year
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆182Updated 5 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆91Updated last year
- Meta-Learning with Warped Gradient Descent☆93Updated 3 years ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Updated 6 years ago
- Code for "Online Learned Continual Compression with Adaptive Quantization Modules"☆27Updated 4 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆79Updated 2 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆394Updated 6 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆213Updated 6 years ago
- ☆70Updated 5 years ago
- A repository to keep track of literature on catastrophic forgetting☆36Updated 4 years ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆33Updated 4 years ago
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆230Updated 6 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆60Updated 5 years ago
- code for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."☆37Updated 5 years ago
- ☆26Updated 4 years ago