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10/30/2021
Continuous Convolutional Neural Networks: Coupled Neural PDE and ODE
Recent work in deep learning focuses on solving physical systems in the ...
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10/30/2021
Neural Network based on Automatic Differentiation Transformation of Numeric Iterate-to-Fixedpoint
This work proposes a Neural Network model that can control its depth usi...
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10/30/2021
ECG synthesis with Neural ODE and GAN models
Continuous medical time series data such as ECG is one of the most compl...
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05/13/2021
HeunNet: Extending ResNet using Heun's Methods
There is an analogy between the ResNet (Residual Network) architecture f...
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05/20/2020
Neural Ordinary Differential Equation based Recurrent Neural Network Model
Neural differential equations are a promising new member in the neural n...
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05/20/2020