Supplementary Information: Retrieving genuine nonlinear Raman responses in ultrafast spectroscopy via deep learning

Supporting Information available: I) Generation of the simulated datasets, II) Analysis of the performance of HN and LN networks on the simulated datasets, III) Standard postprocessing methods and evaluation metrics, IV) Experimental methods and V) Frequencies of the Raman modes in the experimental spectra.