Call for Papers

Dear Researcher,
We would like to invite you to contribute to our workshop on Reliable
AI and Uncertainty Quantification in Image Analysis (RELAI-2025,
planned as part of ICIAP 2025 (International Conference on Image
Analysis and Processing), which will be held in Rome, Lazio, Italy,
from 15 to 19 September 2025 (prior to the main conference
[https://sites.google.com/view/iciap25]).

As detailed on the dedicated page ([https://relai.isti.cnr.it/]), the
workshop will focus on recent advances and modern applications of
reliable AI in image analysis and high-stakes domains.

Short papers (12 pages including references) on both methods and novel
applications in reliable AI for image analysis and signal processing
are welcome. A strong adherence to the workshop subtopics is
preferred: Reliable AI in visual tasks, Out-of-distribution detection,
Uncertainty quantification methods and applications, and Efficient
reliability estimation.

Papers with open-access code that facilitate easy application and
reuse by researchers following the workshop are encouraged.

Accepted papers will be included in the ICIAP 2025 Conference
Proceedings, which will be published by Springer in the Lecture Notes
in Computer Science series (LNCS,
[https://www.springer.com/series/0558]) .

The workshop will consist of a half-day session with longer
presentation and discussion times (20 + 10 minutes), to allow for
effective sharing of results and methodologies, or to explore the
possibility of establishing collaborations.

The deadline for paper submission is 10 June 2025.

Hoping for a positive response,
Best regards

Claudia Caudia, Sara Colantonio, Giulio Del Corso, Davide Moroni,
Fabrizio Ruggeri