Continual Learning Course
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  • Continual Learning: On Machines that can Learn Continually
  • Background
    • ๐Ÿ”กPrerequisites
    • ๐Ÿ› ๏ธTools & Setup
    • ๐Ÿ“‘Course Details
  • Lectures
    • ๐Ÿ“Introduction & Motivation
    • ๐Ÿ“Understanding Catastrophic Forgetting
    • ๐Ÿ“Scenarios & Benchmarks
    • ๐Ÿ“Evaluation & Metrics
    • ๐Ÿ“Methodologies [Part 1]
    • ๐Ÿ“Methodologies [Part 2]
    • ๐Ÿ“Methodologies [Part 3], Applications & Tools
    • ๐Ÿ“Frontiers in Continual Learning
  • Invited & Extra Lectures
    • ๐Ÿ’ปAvalanche Dev Day
    • ๐Ÿ”ฎInvited Talks
  • Resources
    • ๐Ÿ“šCourse Materials
    • ๐Ÿ”€Additional Material
  • About Us
    • ๐Ÿ‘จโ€๐ŸซYour Instructor
    • ๐Ÿ†˜Teaching Assistants
  • Useful Links
    • Avalanche
    • Forum
    • Colab
    • Wiki
    • Open World Lifelong Learning Course
    • ContinualAI
    • Join us on Slack!
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  1. About Us

Your Instructor

Meet the main instructor of the course!

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Last updated 3 years ago

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This short course on Continual Learning has been designed and implemented by with the help of the and the feedback from the community.

is a 29 years old Assistant Professor at the University of Pisa, Italy and Co-Founding President of , a non-profit research organization and the largest open community on Continual Learning for AI. Currently, He is also a Co-founder and Board Member of , Director of the and a proud member of the .

In Pisa, he works within the and the , which is also part of the and the .

His main research interest and passion is about Continual Learning in all its facets. In particular, I love to study Continual Learning under three main lights: Neuroscience, Deep Learning and Practical Applications, all within a AI Sustainability developmental framework.

Previously, he was a Post-Doc @ University of Bologna (with: ) where he also obtained his PhD in early 2019 with a dissertation titled (on a topic heโ€™s been working on for more than 7 years now) which was recognized as one of the top-5 AI dissertation of 2019 by the .

For more than 5 years he worked as a teaching assistant for the and courses in the Department of Computer Science of Engineering (DISI) at UniBo. In the past Vincenzo have been a Visiting Research Scientist at in 2020, at (with: , ) in 2019, at (with: ) in 2018 and at (with: ) in 2017. Even before, he was a Machine Learning Software Engineer @ and a Master Student @ UniBo.

๐Ÿ‘จโ€๐Ÿซ
Davide Maltoni
โ€œContinual Learning with Deep Architecturesโ€
Italian Association for Artificial Intelligence
Machine Learning
Computer Architectures
AI Labs
Numenta
Jeff Hawkins
Subutai Ahmad
ENSTA ParisTech
David Filliat
Purdue University
Eugenio Culurciello
iDL in-line Devices
Vincenzo Lomonaco
teaching assistants
ContinualAI
Vincenzo Lomonaco
ContinualAI
AI for People
ContinualAI Lab
European Lab for Learning and Intelligent Systems (ELLIS)
Pervasive AI Lab
Computational Intelligence and Machine Learning Group
Confederation of Laboratories for Artificial Intelligence Research in Europe (CLAIRE)
Vincenzo Lomonaco