Continual Learning Course
ContinualAIWikiAvalanche Mailing-list
Search…
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
📚
Course Materials
🔀
Additional Material
About Us
👨🏫
Your Instructor
🆘
Teaching Assistants
Useful Links
Avalanche
Forum
Colab
Wiki
Open World Lifelong Learning Course
ContinualAI
Join us on Slack!
Powered By GitBook
📍
Introduction & Motivation
Why Continual Learning?
Lecture #1: Introduction & Motivation - Recording [22-11-2021]
Lecture #1: Introduction & Motivation - Slides
01_intro_and_motivation.pdf
4MB
PDF
Slides PDF
In this lecture we will address the following points:
  • Course structure and modality
  • Intro to continual learning
  • Relationship with other learning paradigms
  • Brief history of continual Learning and its milestones
Background - Previous
Course Details
Next - Lectures
Understanding Catastrophic Forgetting
Last modified 9mo ago
Export as PDF
Copy link