facebookresearch / agemLinks
Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow
☆206Updated 4 years ago
Alternatives and similar repositories for agem
Users that are interested in agem are comparing it to the libraries listed below
Sorting:
- Continuum Learning with GEM: Gradient Episodic Memory☆404Updated 7 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆204Updated last year
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Updated 8 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Updated 4 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆108Updated 7 years ago
- Implementation of the variational continual learning method☆195Updated 6 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆285Updated last year
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Updated 3 years ago
- ☆73Updated 2 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆160Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆105Updated 2 years ago
- Memory Aware Synapses method implementation code☆97Updated 7 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆101Updated 5 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆523Updated 4 years ago
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆236Updated 7 years ago
- Implementation of Bayesian Gradient Descent☆37Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255Updated 2 years ago
- ☆268Updated 4 years ago
- ☆54Updated 6 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆121Updated 5 years ago
- An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*…☆140Updated 6 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Updated last year
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆35Updated 7 years ago
- Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400☆60Updated 4 years ago
- Code for Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation☆21Updated 6 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆220Updated 5 years ago
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆294Updated 4 years ago
- An implementation of EWC with PyTorch☆255Updated 6 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago