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
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Open World Lifelong Learning Course
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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 1yr ago
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