John M. Gregoire

End-to-End Refinement Guided by Pre-trained Prototypical Classifier

2018 · arXiv (Cornell University)

Many real-world tasks involve identifying patterns from data satisfying background or prior knowledge. In domains like materials discovery, due to the flaws and biases in raw experimental data, the identification of X-ray diffraction patterns (XRD) …