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ODE Essential Insight/ Why ODE outperforms ResNet
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Classroom Contents
Neural ODEs - From ResNet to Continuous-Time Machine Learning
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- 1 Intro
- 2 Background: ResNet
- 3 From ResNet to ODE
- 4 ODE Essential Insight/ Why ODE outperforms ResNet
- 5 // ODE Essential Insight Rephrase 1
- 6 // ODE Essential Insight Rephrase 2
- 7 ODE Performance vs ResNet Performance
- 8 ODE extension: HNNs
- 9 ODE extension: LNNs
- 10 ODE algorithm overview/ ODEs and Adjoint Calculation
- 11 Outro
