Anomaly detection is a challenge in itself. The capacity to detect anomalies is a major ingredient of safe and trustworthy AI systems across major application areas. Anomaly detection is unsupervised by nature, since abnormal events are rare, varied, and cumbersome to collect. Conventional methods can be roughly grouped into three…
Centrale Lyon – LIRIS, INL, LTDS laboratories
Keywords: Optimal Transport, Sinkhorn algorithm, Online Learning, Machine Learning, Signal Processing. Description: Optimal transport (OT) is a powerful framework to define and compute distances between distributions (a.k.a. Wasserstein or earth mover’s distance), with a tractable computation thanks to the Sinkhorn algorithm [1]. Entropic regularization, which enables fast iterative scaling and…
This 2-year postdoctoral position is part of the exploratory action INCLUDE (Integrating fuNctional MRI and EEG with Carbon-wire Loops: towards the characterization of mUltimoDal functional biomarkErs), funded by Inria (PI: Julie Coloigner and Claire Cury, researchers at IRISA/Inria, Univ Rennes, Empenn team, julie.coloigner@irisa.fr, claire.cury@inria.fr) https://jobs.inria.fr/public/classic/en/offres/2025-09390 Context The human brain is organized as…
Workplace : Univ. Grenoble Alpes (Grenoble)Contract Period : 24 monthsExpected date of employment : 1 April 2026 (flexible)Remuneration (gross salary) : 2991.58€/monthHow To Apply : use this candidate application form (CNRS website) Missions More than 5,000 exoplanets have been discovered to date. The inventory is still ongoing, but our field…
AI/ML for Clinical Proteomics (DIA Mass Spectrometry Data) We are looking for a highly motivated Postdoctoral Researcher to lead the development of innovative Artificial Intelligence (AI) and Machine Learning (ML) models for the analysis of Data-Independent Acquisition (DIA) proteomics data. This position is part of the ANR-funded AIDIBOP project, which…
About the role:Applicants are invited to apply for a new vacancy at Post-doctoral level in image Guided Neurosurgery.Funded by the EIC Pathfinder HyperProbe project (hyperprobe.eu). This exciting and broadly scopedposition is hosted at CREATIS Lab in the group optical medical devices. The works is aiming to developoptical devices and processing…
About the role:Applicants are invited to apply for a new vacancy at Post-doctoral level in fluorescence Guided Surgeryfor Cancer: brain, breast, skin cancer. Funded by the INSERM Booster program Surgery of the future.This exciting and broadly scoped position is hosted at CREATIS Lab in the group optical medical devices.The works…
Keywords: instance segmentation, self-supervised learning, weakly supervised learning, multimodal analysis.Place: LIFO – Laboratoire d’Informatique Fondamentale d’Orléans, Orléans, FranceStarting: (approximative) May 2026, for 18 months. Salary : depending on experiences. The postdoc will contribute to the ANR EnACA project, focusing on AI-based multimodal understanding of comics, manga, and related art forms. The…
Profile: PhD in machine learning (computer sciences or applied mathematics); a candidate with a Master degree could apply if experience and skills are fulfilled.Duration: 6 months, starting as soon as possible and up to end of June 2026Affiliation: Computer Science Lab of Université de Tours (LIFAT), Pattern Recognition and Image Analysis Group (RFAI)Salary: around…
