LinkedIn·Thursday, 20 August 2026·6d ago

10 projects. One Research Camp. Endless possibilities. 🏔️ 🚀 As we get closer to #TReC2026, we're excited to introduce the 10 selected…

TRAIL - TRusted AI Labs

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10 projects. One Research Camp. Endless possibilities. 🏔️ 🚀 As we get closer to #TReC2026, we're excited to introduce the 10 selected projects that will bring researchers from different institutions, disciplines and countries together in Université de Lausanne starting next monday. From Trustworthy AI and cybersecurity to healthcare, railway systems, industrial processes and sign language, this year's projects address a wide range of real-world challenges 👇 🔐 Trustworthy & Secure AI • TrustFake: Trustworthy AI for Social Media Image Deepfake Detection Nicolas Sournac Ahmed Baha Ben Jmaa • FED-SORAG: Federated Sovereign Retrieval-Augmented Generation for Secure Knowledge Systems Xavier Lessage 🧠 AI for Health & Accessibility • When the Model Should Hesitate: Uncertainty-Aware ASR/NLP for Early Language Disorder Screening in Children Olivier Ratenon Bertrand Braeckeveldt, PhD • Leveraging Unannotated Data with Self-Supervised Learning for Continuous Recognition: Application to French Belgian Sign Language (LSFB) Pierre Poitier Elisa De Coster • Beyond the Patch: Context Aggregation Strategies for Foundation Model-Driven Tertiary Lymphoid Structure Segmentation Isinsu Katircioglu Caner ERCAN 🚆 AI for Railway & Mobility • Improvement of Railway Incident Management using Temporal Causal Analysis and Simulation Melih Taki Gian Marco Paldino, PhD • Open Synthetic Simulation for Railway Defect Detection: Parametric Modeling and Texture Extraction from Real Images Augustin Crespin Ioannis A. Kostis 🏭 AI for Industry & Engineering • Understanding Industrial Process Dynamics through AI: The Case of a Recycle Reactor Process Noémie V. • LAIGO: Learning Assembly Instructions from Gestures and Objects Thierry Ravet 🛰️ AI & Scientific Modelling • Interpretable Hybrid Modeling of Orbital Dynamics using Kolmogorov–Arnold Networks Horacio Tellez Perez Vincent Boudart Over two weeks in #Lausanne, participants will work together on these challenges, exchange expertise and hopefully create collaborations that will continue well beyond the Research Camp. 🤞 We can't wait to see these 10 projects take shape! 👊 #TRAIL #AI #IA #ArtificialIntelligence #AIResearch #InterdisciplinaryResearch #STEM #SSH #TrustworthyAI #HealthAI #RailAI #Innovation

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