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Continual Learning: On Machines that can Learn Continually
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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 3], Applications & Tools
Main Continual Learning Strategies, Applications an Tools
Lecture #7: Methodologies [Part 3], Applications & Tools - Video Recording
Lecture #7: Methodologies [Part 3], Applications & Tools - Slides
07_methodologies_part3.pdf
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Slides PDF
In this lecture we will address the following points:
Hybrid Strategies: Intro & Main approaches
Avalanche Implementation
Applications of Continual learning: Past, Present and Future
The Continual Learner Toolbox
Lectures - Previous
Methodologies [Part 2]
Next - Lectures
Frontiers in Continual Learning
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6mo ago
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