Lectures on
"Learning for solving inverse problems"
14-15 november 2019

Program

Thursday, November, 14th
8:45 Welcome
9.00 - 10.30
  • Introduction and motivation
  • ISTA and LISTA
10.30 - 10:45 Break
10:45 - 12:15
  • Neural Networks for trivial ill-posed inverse problems
  • Deep Image Prior and mathematical aspects
12:15 - 13h45 Lunch
13:45 - 15:15 Applications on Magnetic Particle Imaging (MPI); Hands-on session
15:15 - 15:30 Break
15:30 - 17:00 Applications on Magnetic Particle Imaging (MPI); Hands-on session

Friday, November, 15th
8:45 Welcome
9.00 - 10.30 More advanced topics
10.30 - 10:45 Break
10:45 - 12:15 More advanced topics
12:15 - 13h45 Lunch
13:45 - 15:15 Applications on Computed Tomography (CT), Hands-on session
15:15 - 15:30 Break
15:30 - 17:00 Applications on Computed Tomography (CT), Hands-on session