Post-doc : Hybrid Artificial Intelligence applied to Byzantine Sigillography

Christophe Bobineau
Calendar
When:
31/01/2024 all-day
2024-01-31T01:00:00+01:00
2024-01-31T01:00:00+01:00
Jobs

Offre en lien avec l’Action/le Réseau : – — –/– — –

Laboratoire/Entreprise : Sorbonne Université
Durée : 12 moths
Contact : maria-victoria.eyharabide@sorbonne-universite.fr
Date limite de publication : 2024-01-31

Contexte :
1 Context

This research will be developed within the framework of the ANR BHAI project. The general aim of the project is to combine computer vision, NLP, knowledge engineering, and mathematical modeling of spatial relationships to help with the interpretation of Byzantine seals. This research aims to (i) fully recover the text on seals, (ii) work on the recognition of objects to analyze iconographic scenes, (iii) estimate the inception date of Byzantine seals, and (iv) propose solutions based on hybrid AI techniques to interpret damaged areas based on existing insights.

Sujet :
2 Information about the internship

• Project: ANR BHAI https://anr.fr/Project-ANR-21-CE38-0001
• Project’s members:
– Victoria Eyharabide, STIH Laboratory, Sorbonne Université (Project coordinator)
– Laurence Likforman-Sulem, Departement IDS, Telecom Paris
– Isabelle Bloch, LIP6 Laboratory, Sorbonne Université
– Beatrice Caseau, UMR 8167 Orient et Méditerranée, Sorbonne Université
• Location: Maison de la recherche, Sorbonne Université – 28 rue Serpente, 75006 Paris.
• Duration: 12 months
• Keywords: Deep Nets, Character recognition, NLP, Instance segmentation, Fuzzy Logic, Knowledge representation and reasoning, Byzantine sigillography.

Profil du candidat :
3 Profile of applicant

Applicants are required to have:
• A PhD in Computer Science.
• Advanced skills in Python programming are mandatory.
• A strong background in Machine Learning & Deep Learning on images and/or text using related libraries (scikitlearn, Tensorflow, Pytorch, etc.).

Formation et compétences requises :
• Fluency in written and spoken English is essential.
• Communication skills in French are a plus but not required.
• A good publication record will be a plus.

The position is open immediately. Review of applications will begin as soon as applications are received and continue until the position is filled.

Adresse d’emploi :
Maison de la recherche, Sorbonne Université
28 rue Serpente, 75006 Paris.

Document attaché : 202312051608_Postdoc_BHAI_2024.pdf