[Dottorcomp] Insalate di Matematica - A. Sebastiani 05/04/2023

[Insalate Di Matematica]

Dear all,

As part of the series of seminars "Insalate di Matematica", *Andrea*
* Sebastiani* (Università di Bologna) will give a talk.
The speaker will deliver the talk *in presence* and the meeting will also
be broadcasted *online* (see below for more information).

Here the details:

*Date and time*: *5th of April 2023, 4:00 pm (CET)*

*Title*: "Deep Learning for Inverse Problems in Imaging"

*Abstract*: In the field of imaging, inverse problems arise when attempting
to reconstruct an image from incomplete or indirect data. These problems
are usually ill-posed: reconstructing a unique solution that fits the
observations is  challenging without some prior knowledge on the underlying
data distribution. Traditional methods minimize a cost function derived by
assuming some prior statistical knowledge of data. On the contrary, deep
learning techniques try to extrapolate the solution of an inverse problem
from existing large sets of data. In many applications, building such
datasets is expensive and time-consuming.
Very recent techniques combine the two approaches in order to have deep
learning methods that do not need extensive datasets.

*Keywords*: Inverse Problems, Imaging, Deep Learning.

*Information to attend in room 3014*
The seminar will take place in room 3014, at the building U5-Ratio,
Università degli Studi di Milano Bicocca.

*Information to attend online *
https://unimib.webex.com/unimib/j.php?MTID=m3e64647cd2cd80ffab19c969a4e49287
 (Password:Insalate (46725283 from phones))

*** We inform you that the talk will be recorded and uploaded on our
website. If you join the talk after the starting time, we kindly ask you to
ensure that your microphone and webcam are turned off ***

You can find the poster of the event in the attachment.
We are looking forward to seeing you!

For further information, please visit our website:
https://sites.google.com/view/insalate-di-matematica or contact us at
insalate.matematica a unimib.it. Find us also on our Instagram page:
https://www.instagram.com/insalate_di_matematica22/

The organizers: Andrea Bisterzo, Alberto Cassella, Bianca Marchionna,
Andrea Rivezzi, Simone Blumer, Giovanni Siclari, Marta Tameni, Matteo
Tarocchi, Marco Zullino.
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