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Sequence Models
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Classroom Contents
Efficiently Modeling Long Sequences with Structured State Spaces - Albert Gu
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- 1 Introduction
- 2 Sequence Models
- 3 Types of Sequence Data
- 4 Temporal Data
- 5 Audio Data
- 6 Long Range Arena
- 7 Conceptual Idea
- 8 Visualization
- 9 Reconstruction
- 10 Defining S4
- 11 Correlation
- 12 Why are matrices needed
- 13 Why are matrices computationally difficult
- 14 Questions
- 15 Biosignal Data
- 16 Time Series Data
- 17 Rescaling
- 18 Conclusion
