SS-L9: Learning Based Inversion |
| Session Type: Lecture |
| Time: Wednesday, 6 May, 09:00 - 11:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Emilie Chouzenoux, Inria saclay and Angshul Majumdar, Institute of Information Technology Delhi |
| SS-L9.1: OPTIMAL TRANSPORT STRUCTURE OF CYCLEGAN FOR UNSUPERVISED LEARNING FOR INVERSE PROBLEMS |
| Byeongsu Sim; Korea Advanced Institute of Science and Technology (KAIST) |
| Gyutaek Oh; Korea Advanced Institute of Science and Technology (KAIST) |
| Jong Chul Ye; Korea Advanced Institute of Science and Technology (KAIST) |
| SS-L9.2: LIGHT-FIELD RECONSTRUCTION AND DEPTH ESTIMATION FROM FOCAL STACK IMAGES USING CONVOLUTIONAL NEURAL NETWORKS |
| Zhengyu Huang; University of Michigan |
| Jeffrey Fessler; University of Michigan |
| Theodore Norris; University of Michigan |
| Il Yong Chun; University of Hawai'i at Mānoa |
| SS-L9.3: JOINT LEARNING OF CARTESIAN UNDERSAMPLING AND RECONSTRUCTION FOR ACCELERATED MRI |
| Tomer Weiss; Technion - Israel Institute of Technology |
| Sanketh Vedula; Technion - Israel Institute of Technology |
| Ortal Senouf; Technion - Israel Institute of Technology |
| Oleg Michailovich; University of Waterloo |
| Michael Zibulevsky; Technion - Israel Institute of Technology |
| Alex Bronstein; Technion - Israel Institute of Technology |
| SS-L9.4: BUILDING FIRMLY NONEXPANSIVE CONVOLUTIONAL NEURAL NETWORKS |
| Matthieu Terris; Heriot-Watt University |
| Audrey Repetti; Heriot-Watt University |
| Jean-Christophe Pesquet; Université Paris-Saclay, CentraleSupélec, Inria |
| Yves Wiaux; Heriot-Watt University |
| SS-L9.5: CONFIRMNET: CONVOLUTIONAL FIRMNET AND APPLICATION TO IMAGE DENOISING AND INPAINTING |
| Praveen Kumar Pokala; Indian Institute of Science |
| Prakash Kumar Uttam; Indian Institute of Science |
| Chandra Sekhar Seelamantula; Indian Institute of Science |
| SS-L9.6: LEARNING DIFFERENTIABLE SPARSE AND LOW RANK NETWORKS FOR AUDIO-VISUAL OBJECT LOCALIZATION |
| Jie Pu; Imperial College London |
| Yannis Panagakis; University of Athens |
| Maja Pantic; Imperial College London |