Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
this spectral identification problem as Few-Shot Metric Learning, likewise face recognition. Generally speaking, classification tasks require over 100 samples for each class. In our setting, the available spectra are 1 or 2 for each class, meaning few-shot learning. Secondly, classification tasks