Fri AM1.L3: Advances in Model-based Deep Learning
Fri, 8 Sep, 10:30 - 12:30 Finland Time (UTC +3)
Location: Nordia
Session Type: Lecture
Session Co-Chairs: Aleksandra Pizurica, Ghent University and Nikos Deligiannis, Vrije Universiteit Brussel
Track: Special Sessions
Fri, 8 Sep, 10:30 - 10:50 Finland Time (UTC +3)

Fri AM1.L3.1: ASYMPTOTIC ANALYSIS AND TRUNCATED BACKPROPAGATION FOR THE UNROLLED PRIMAL-DUAL ALGORITHM
Christoph Brauer, Dirk A. Lorenz, TU Braunschweig, Germany
Fri, 8 Sep, 10:50 - 11:10 Finland Time (UTC +3)

Fri AM1.L3.2: Stability of Unfolded Forward-Backward to Perturbations in Observed Data
Cecile De Valle, Ezequiel Centofanti, Emilie Chouzenoux, Inria Saclay, France; Jean-Christophe Pesquet, CentraleSupélec, France
Fri, 8 Sep, 11:10 - 11:30 Finland Time (UTC +3)

Fri AM1.L3.3: DANSE: Data-Driven Non-linear State Estimation of Model-free Process in Unsupervised Bayesian Setup
Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee, KTH Royal Institute of Technology, Stockholm, Sweden, Sweden
Fri, 8 Sep, 11:30 - 11:50 Finland Time (UTC +3)

Fri AM1.L3.4: COMMUNICATION EFFICIENT MODEL-AWARE FEDERATED LEARNING FOR VISUAL CROWD COUNTING AND DENSITY ESTIMATION IN SMART CITIES
Aleksandar Armacki, Carnegie Mellon University, United States; Nemanja Milosevic, University of Novi Sad, Faculty of Sciences, Serbia; Dragana Bajovic, University of Novi Sad, Faculty of Technical Sciences, Serbia; Soummya Kar, Carnegie Mellon University, United States; Dusan Jakovetic, University of Novi Sad, Faculty of Sciences, Serbia; Arian Bakhtiarnia, Lukas Esterle, Aarhus University, Denmark; Adrian Muscat, Greenroads, Malta; Thomas Festi, Comune di Trento, Italy
Fri, 8 Sep, 11:50 - 12:10 Finland Time (UTC +3)

Fri AM1.L3.5: THE DEEP STEERABLE CONVOLUTIONAL FRAMELET NETWORK FOR SUPPRESSING DIRECTIONAL ARTIFACTS IN X-RAY TOMOSYNTHESIS
Luis Filipe Alves Pereira, Universidade Federal do Agreste de Pernambuco, Brazil; Jan De Beenhouwer, Jan Sijbers, University of Antwerp, Belgium
Fri, 8 Sep, 12:10 - 12:30 Finland Time (UTC +3)

Fri AM1.L3.6: Model-Aware Deep Learning for the Clustering of Hyperspectral Images with Context Preservation
Xianlu Li, Nicolas Nadisic, Ghent University, Belgium; Shaoguang Huang, China University of Geosciences, China; Nikos Deligiannis, Vrije Universiteit Brussel, Belgium; Aleksandra Pizurica, Ghent University, Belgium