2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

SS-2: Deep Learning Methods for Solving Linear Inverse Problems

Session Type: Poster
Time: Tuesday, 8 June, 14:00 - 14:45
Location: Gather.Town
Session Chairs: Wei Chen, Beijing Jiaotong University, David Wipf, Amazon AI Research Lab and Miguel Rodrigues, University College London
 
SS-2.1: MODEL-INSPIRED DEEP LEARNING FOR LIGHT-FIELD MICROSCOPY WITH APPLICATION TO NEURON LOCALIZATION
         Pingfan Song; Imperial College London
         Herman Verinaz Jadan; Imperial College London
         Carmel Howe; Imperial College London
         Peter Quicke; Imperial College London
         Amanda Foust; Imperial College London
         Pier Luigi Dragotti; Imperial College London
 
SS-2.2: TIME-VARYING GRAPH SIGNAL INPAINTING VIA UNROLLING NETWORKS
         Siheng Chen; Mitsubishi Electric Research Laboratories (MERL)
         Yonina C. Eldar; Weizmann Institute of Science
 
SS-2.3: DEEP LEARNING FOR LINEAR INVERSE PROBLEMS USING THE PLUG-AND-PLAY PRIORS FRAMEWORK
         Wei Chen; Beijing Jiaotong University
         David Wipf; Amazon AI Research Lab
         Miguel R.D. Rodrigues; University College London
 
SS-2.4: A PLUG-AND-PLAY DEEP IMAGE PRIOR
         Zhaodong Sun; Ecole Polytechnique Fédérale de Lausanne (EPFL)
         Fabian Latorre; Ecole Polytechnique Fédérale de Lausanne (EPFL)
         Thomas Sanchez; Ecole Polytechnique Fédérale de Lausanne (EPFL)
         Volkan Cevher; Ecole Polytechnique Fédérale de Lausanne (EPFL)
 
SS-2.5: MRI IMAGE RECOVERY USING DAMPED DENOISING VECTOR AMP
         Subrata Sarkar; Ohio State
         Rizwan Ahmad; Ohio State
         Philip Schniter; Ohio State
 
SS-2.6: OVERCOMING MEASUREMENT INCONSISTENCY IN DEEP LEARNING FOR LINEAR INVERSE PROBLEMS: APPLICATIONS IN MEDICAL IMAGING
         Marija Vella; Heriot-Watt University
         João F. C. Mota; Heriot-Watt University