mariacer / cl_in_rnnsLinks
Continual Learning in Recurrent Neural Networks
☆37Updated 3 years ago
Alternatives and similar repositories for cl_in_rnns
Users that are interested in cl_in_rnns are comparing it to the libraries listed below
Sorting:
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆164Updated 3 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
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆43Updated 2 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
- PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discrimina…☆57Updated 2 years ago
- Elastic weight consolidation technique for incremental learning.☆143Updated 4 years ago
- Implementation of the variational continual learning method☆191Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆163Updated 7 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o …☆298Updated last year
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆30Updated 4 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆102Updated 2 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 4 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆215Updated 6 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆48Updated 2 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Updated 5 years ago
- ☆10Updated 6 years ago
- Code for the paper 'Continual Learning via Sequential Function-Space Variational Inference'☆24Updated 2 years ago
- ☆73Updated 2 years ago
- code for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."☆38Updated 6 years ago
- A PyTorch reimplementation of MAML, replicating some of the experiments from the paper.☆41Updated 6 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆105Updated 6 years ago
- ☆53Updated 5 years ago
- ☆38Updated 8 months ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- ☆32Updated 2 years ago
- Project for the Large Scale Optimization course at Skoltech☆23Updated 6 years ago
- Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)☆205Updated 3 years ago
- Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance tech…☆52Updated last year
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago