ContinualAI / colabLinks
Continual Learning tutorials and demo running on Google Colaboratory.
☆355Updated 3 years ago
Alternatives and similar repositories for colab
Users that are interested in colab are comparing it to the libraries listed below
Sorting:
- Evaluate three types of task shifting with popular continual learning algorithms.☆522Updated 4 years ago
- A clean and simple data loading library for Continual Learning☆439Updated 2 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆243Updated 2 years ago
- Relevant papers in Continual Learning☆739Updated 2 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆48Updated 3 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆167Updated 7 years ago
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆194Updated 2 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆402Updated 6 years ago
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆293Updated 4 years ago
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆309Updated last year
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆59Updated 2 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆204Updated last year
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆407Updated 2 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆218Updated 6 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆82Updated 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
- A Neuromodulated Meta-Learning algorithm☆117Updated 5 years ago
- CORe50: a new Dataset and Benchmark for Continual Learning☆124Updated 4 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆538Updated 3 years ago
- Continual Learning in Recurrent Neural Networks☆37Updated 4 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆206Updated 3 years ago
- Continual Learning papers list, curated by ContinualAI☆659Updated last year
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆284Updated last year
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆148Updated 4 years ago
- Meta learning framework with Tensorflow 2.0☆118Updated 2 years ago
- This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.☆63Updated 7 years ago
- Implementation of the variational continual learning method☆195Updated 6 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆166Updated 3 years ago
- A repository to keep track of literature on catastrophic forgetting☆37Updated 5 years ago