MA4b: Deep Learning for Inverse Problems (Invited) |
| Session Type: Oral |
| Time: Monday, November 4, 10:15 - 11:55 |
| Location: Heather |
| Session Chair: Paul Hand, Northeastern University |
| MA4b-1: DEEP GENERATIVE MODELS AND INVERSE PROBLEMS |
| Alex Dimakis; University of Texas at Austin |
| Ajil Jalal; University of Texas at Austin |
| MA4b-2: ADDRESSING NON-EUCLIDEAN INVERSE PROBLEMS WITH GEOMETRIC DEEP LEARNING |
| Joan Bruna; New York University |
| MA4b-3: GENERALIZATION RISK ANALYSIS FOR NEURAL PROXIMAL GRADIENT DESCENT ALGORITHMS |
| Morteza Mardani; Stanford University |
| MA4b-4: DEEP DECODER: CONCISE IMAGE REPRESENTATIONS FROM UNTRAINED NON-CONVOLUTIONAL NETWORKS |
| Reinhard Heckel; Rice University |
| Paul Hand; Northeastern University |