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
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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
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Your Instructor
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Teaching Assistants
Useful Links
Avalanche
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Colab
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Open World Lifelong Learning Course
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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
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