Phase Retrieval using Single-Instance Deep Generative Prior

David Yang; Felix Hofmann; Ju Sun; Kshitij Tayal; Raunak Manekar; Vipin Kumar; Zhong Zhuang

arxiv: 2106.04812 · v2 · pith:NBBQEVXQ · submitted 2021-06-09 · cs.LG · eess.IV

Phase Retrieval using Single-Instance Deep Generative Prior

Kshitij Tayal , Raunak Manekar , Zhong Zhuang , David Yang , Vipin Kumar , Felix Hofmann , Ju Sun This is my paper

Reviewed by Pithpith:NBBQEVXQ open to challenge →

classification cs.LG eess.IV

keywords deepdatagenerativephasepriorretrievalsingle-instancecomplex-valued

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Several deep learning methods for phase retrieval exist, but most of them fail on realistic data without precise support information. We propose a novel method based on single-instance deep generative prior that works well on complex-valued crystal data.

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Phase Retrieval using Single-Instance Deep Generative Prior

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