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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
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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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Methodologies [Part 2]

Main Continual Learning Strategies
Lecture #6: Methodologies [Part 2] - Video Recording
Lecture #6: Methodologies [Part 2] - Slides
06_methodologies_part2.pdf
2MB
PDF
Slides PDF
This lecture will address the following points:
  • Regularization Strategies: Intro & Main Approaches
  • Architectural Strategies: Intro & Main Approaches
  • Avalanche Implementation
Lectures - Previous
Methodologies [Part 1]
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Methodologies [Part 3], Applications & Tools
Last modified 1yr ago
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