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Welcome to ContinualAI Wiki
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Introduction to Continual Learning
Research
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Software and Benchmarks
Tutorials and Courses
Media Articles
Continual Learning papers
GitHub List + Bibtex
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Tutorials and Courses
Tutorials
Continual Learning with Neural Networks
Tutorial @ INNS Big Data and Deep Learning 2019 [German I. Parisi and Vincenzo Lomonaco]
Never-Ending Learning
Tutorial @ ICML 2019 [Tom Mitchell, Partha Talukdar]
Lifelong Machine Learning and Computer Reading the Web
Tutorial @ KDD-2016 [Zhiyuan Chen, Estevam Hruschka and Bing Liu]
Lifelong Machine Learning Tutorial
Tutorial @ IJCAI-2015 [Zhiyuan Chen and Bing Liu]
ContinualAI/Colab Notebooks
Check the
readme
for a brief guide on how to run the notebooks or use the links below for a non-interactive version:
[Notebook] Open-Source Frameworks for Deep Learning: an Overview
[Notebook] A Gentle Introduction to Continual Learning in PyTorch
[Notebook] A simple Example of Continual Learning with Generative Replay
Courses
Continual Learning: On Machines that can Learn Continually
. University of Pisa, ContinualAI and IADA open-access course, 2021.
Continual Learning: Towards Broad AI
Course @ Mila [Instructor: Irina Rish; Teaching Assistants: Mojtaba Faramarzi and Touraj Laleh]
CPE884 - Aprendizado de Máquina Continuado
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