Tutorials and Courses

Tutorials
​Continual Learning with Neural NetworksTutorial @ INNS Big Data and Deep Learning 2019 [German I. Parisi and Vincenzo Lomonaco]
​Never-Ending LearningTutorial @ ICML 2019 [Tom Mitchell, Partha Talukdar]
​Lifelong Machine Learning and Computer Reading the WebTutorial @ KDD-2016 [Zhiyuan Chen, Estevam Hruschka and Bing Liu]
​Lifelong Machine Learning TutorialTutorial @ IJCAI-2015 [Zhiyuan Chen and Bing Liu]
​ContinualAI/Colab NotebooksCheck 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​
Last modified 1yr ago