Continual Learning Course
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Continual Learning: On Machines that can Learn Continually
Background
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Prerequisites
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Tools & Setup
📑
Course Details
Lectures
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Introduction & Motivation
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Understanding Catastrophic Forgetting
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Scenarios & Benchmarks
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Evaluation & Metrics
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Methodologies [Part 1]
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Methodologies [Part 2]
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Methodologies [Part 3], Applications & Tools
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Frontiers in Continual Learning
Invited & Extra Lectures
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Avalanche Dev Day
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Invited Talks
Resources
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Course Materials
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Additional Material
About Us
👨🏫
Your Instructor
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Teaching Assistants
Useful Links
Avalanche
Forum
Colab
Wiki
Open World Lifelong Learning Course
ContinualAI
Join us on Slack!
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Tools & Setup
How to Setup your System Before Starting the Course
Before starting the course, please make sure you mature some confidence with the following tools:
  • Microsoft Teams
  • Anaconda, Python and PyCharm (or any other IDE of your choice for Python)
  • Google Colaboratory
  • PyTorch
Please make sure to setup your personal computer to run such tools before enrolling.
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Prerequisites
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Course Details
Last modified 7mo ago
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