Learning Signal Decomposition via Deep Neural Networks

[Zippppo]

Thank you for your valuable code.
I am very interested in Learning to Optimize. Since many signal decomposition algorithms are just a series of variational optimization algorithms in addition to iteration, I would like to know if I can learn the signal decomposition process through a deep neural network. @wwhenxuan

[wwhenxuan]

Thank you for your valuable code. I am very interested in Learning to Optimize. Since many signal decomposition algorithms are just a series of variational optimization algorithms in addition to iteration, I would like to know if I can learn the signal decomposition process through a deep neural network. @wwhenxuan

L2O is a very interesting point. But my main research is time series analysis, signal processing and complex system modeling. Unfortunately, I am not an optimization expert 😰. It is very difficult for me to build a neural network model for signal decomposition, but I will give it a try.