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My Asilomar 2020 Schedule

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TU1-4: Generative Models in Computational Imaging

Session Type: Virtual

Time: Tuesday, November 3, 10:00 - 11:20

Location: Room 4

Session Chair: Salman Asif, University of California Riverside

TU1-4-1: IMPROVING THE ROBUSTNESS OF DNN-BASED IMAGE RECONSTRUCTION USING A GENERATIVE MODEL FOR ADVERSARIAL ATTACKS

Ankit Raj; University of Illinois at Urbana-Champaign

Yoram Bresler; University of Illinois at Urbana-Champaign

TU1-4-2: DEEP S3PR: SIMULTANEOUS SOURCE SEPARATION AND PHASE RETRIEVAL USING DEEP GENERATIVE MODELS

Christopher Metzler; Stanford University

Gordon Wetzstein; Stanford University

TU1-4-3: IMAGE RECONSTRUCTION FOR MRI USING DEEP CNN PRIORS TRAINED WITHOUT GROUNDTRUTH

Weijie Gan; Washington University in St. Louis

Cihat Eldeniz; Washington University in St. Louis

Jiaming Liu; Washington University in St. Louis

Sihao Chen; Washington University in St. Louis

Hongyu An; Washington University in St. Louis

Ulugbek Kamilov; Washington University in St. Louis

TU1-4-4: SOLVING PHASE RETRIEVAL WITH A LEARNED REFERENCE

Rakib Hyder; University of California, Riverside

Zikui Cai; University of California, Riverside

M. Salman Asif; University of California, Riverside