Continual Learning Course
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Continual Learning: On Machines that can Learn Continually
Background
🔡
Prerequisites
🛠
Tools & Setup
📑
Course Details
Lectures
📍
Introduction & Motivation
📍
Understanding Catastrophic Forgetting
📍
Scenarios & Benchmarks
📍
Evaluation & Metrics
📍
Methodologies [Part 1]
📍
Methodologies [Part 2]
📍
Methodologies [Part 3], Applications & Tools
📍
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
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Open World Lifelong Learning Course
ContinualAI
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Scenarios & Benchmarks
Show me your Data!
Lecture #3: Scenarios & Benchmarks - Video Recording
Lecture #3: Scenarios & Benchmarks - Slides
03_benchmarks.pdf
2MB
PDF
Slides PDF
In this lecture we will address the following points:
  • Possible continual learning scenarios
  • Existing and commonly used benchmarks
  • Avalanche Benchmarks
Lectures - Previous
Understanding Catastrophic Forgetting
Next - Lectures
Evaluation & Metrics
Last modified 6mo ago
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