Continual Learning Course
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Continual Learning: On Machines that can Learn Continually
Background
🔡
Prerequisites
🛠
Tools & Setup
📑
Course Details
Lectures
📍
Introduction & Motivation
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Understanding Catastrophic Forgetting
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Scenarios & Benchmarks
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Evaluation & Metrics
📍
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
💻
Avalanche Dev Day
🔮
Invited Talks
Resources
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Course Materials
🔀
Additional Material
About Us
👨🏫
Your Instructor
🆘
Teaching Assistants
Useful Links
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Open World Lifelong Learning Course
ContinualAI
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Evaluation & Metrics
How to Evaluate your Continual Learning Agent
Lecture #4: Evaluation & Metrics - Video Recording
Lecture #4: Evaluation & Metrics - Slides
04_evaluation.pdf
2MB
PDF
Slides PDF
In this lecture we will address the following points:
  • Evaluation Protocols
  • Continual learning metrics
  • Avalanche Metrics & Loggers
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Scenarios & Benchmarks
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Methodologies [Part 1]
Last modified 6mo ago
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