Nantes’ 2024 Artificial Intelligence Summer School
From Monday June 17th to Wednseday June 19th, join the AiBy4 Summer School gathering. Open and Free for all student of the AiBy4 cohort, participate to this unique event to produce a scientific mediation tools in collaboration with the UNESCO RELIA Chair and present your current work in a poster or oral presentation session !
Program (Night event to come !)
Detailled program available at the end of this page.
Day 1 and Day 2 Les Machines de l’Île
Mix and Match of poster and oral presentation of your works. Ideation workshops for a scientific mediation tool with the RELIA UNESCO Chair.
Day 3 IUT Carquefou
Poster session in the morning, scientific mediation tool presentation in the afternoon.
Featuring Artificial Intelligence international keynotes
Uncertainty Quantification – Explainable AI
The AiBy4 scientific leaders, Pr Harold Mouchère and Pr Diana Mateus, are happy to welcome in Nantes three reknowed international researchers to induce inspiration to the AiBy4 students on what to do next after a doctorate in Artificial Intelligence.
Adrian Galdran, Research Fellow, Universitat Pompeu Fabra, Barcelona, Spain [SLIDES]
Adrian Galdran is a Marie Skłodowska-Curie Research Fellow at Universitat Pompeu Fabra in Barcelona jointly with the Australian Institute of Machine Learning in Adelaide, leading a project on Uncertainty Quantification for medical imaging. Prior to this, he worked as lecturer/post-doctoral researcher in biomedical image analysis at Bournemouth University in the UK, ETS Montréal in Canada and INESC-TEC Porto in Portugal.
Key Research Area : Model Calibration, Machine Learning, Neural Networks, Probabilistic Predictions, Uncertainty Quantification, Medical Image Analysis
Gabriele Ciravegna, Postdoctoral Researcher Politecnico di Torino, Torino, Italy [SLIDES]
Gabriele Ciravegna is a Postdoctoral Researcher in the Data Science and Big Data Analytics (DBDMG) team at Politecnico di Torino, focusing on enhancing Deep Neural Networks to be not only more powerful but also understandable and trustworthy. Before this role, Gabriele served as a Postdoctoral Researcher in the MAASAI team at Inria in Sophia Antipolis, France, and earned a Ph.D. degree with honours from the University of Florence, Italy under the mentorship of Professor Marco Gori.
Key Research Area : Explainable Artificial Intelligence (XAI), Constraint-Based Learning, Logic Constraints, Adversarial Resistance, Multi-Label Classifiers, Entropy-Based Explanations, Logic Explanations, Neural-Symbolic Reasoning, Concept Embedding Models, Active Learning, Knowledge-Driven Learning, Interpretability by Design, Accuracy-Explainability Trade-Off
Scientific Mediation Tools Workshops in collaboration with the UNESCO RELIA Chair
The aim of this summer school will be to produce a scientific mediation tools on artificial intelligence to present to young students on Wednesday June 19th in collaboration with the UNESCO RELIA Chair with the participation of Bastien Masse, Florent Laroche and Colin de la Higuera. Our goal is not only to enhance your understanding of AI but also to equip you with the tools to demystify AI concepts for different audience and make AI understandable and accessible to all. It is a great opportunity to engage through in-depth lectures and an original collaborative projects. It’s more than just a learning experience, it’s a chance to inspire the next generation of AI enthusiasts and researchers !
AiBy4 Summer School Poster and Presentation Session
Just like every AiBy4 Day, we will have a poster and oral presentation session so you can share your work with us. It is an opportunity to showcase your research in a positive environment and receive constructive feedback. It is not a contest, it is a celebration of your dedication to your thesis subject. You can subscribe through the same link and confirm your preferences on either choices. Every participant is expected to present something.
Detailled Program
🎡 Monday, June 17, 2024 – The Machines of the Isle Carrousel
Room “Deferlante” just on the right of the Carrousel…
9:00 AM – 9:15 AM: Welcome
9:15 AM – 9:30 AM: ICE BREAKER Harold and Diana ❄️
9:30 AM – 10:00 AM: Oral 1: Yejing Xie – Stroke-Level Graph Labeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition 📝
10:00 AM – 10:30 AM: Oral 2: Mathieu Riand – Rethinking Scene Graphs for Action Recognition 🎬
10:30 AM – 11:30 AM: ☕ Coffee & Poster Group 1
11:30 AM – 12:30 PM: Reading Group Brainstorm Session 💡
12:30 PM – 2:00 PM: 🍽️ Lunch at O Deck
2:00 PM – 3:30 PM: Guest Speaker – Gabriele Ciravegna: Concept-based Explainable AI (C-XAI): A Paradigm Shift in XAI 💬
3:30 PM – 3:45 PM: Coffee Break ☕
4:00 PM – 5:00 PM: Workshop: Presentation of the CST Mission ”Scientific Culture Diffusion” 🚀
5:00 PM – 6:00 PM: Ideation and Popularization 🤔
6:00 PM – 8:00 PM: Levrette Café 🍻
🎡 Tuesday, June 18, 2024 – The Machines of the Isle Carrousel
Room “Deferlante” just on the right of the Carrousel…
9:00 AM – 9:15 AM: Welcome
9:15 AM – 9:45 AM: Oral 3: Stanislas Demuth – The PRIMUS Project: Reusing Clinical Research Data as Decision Supports for Treatment Selection in Multiple Sclerosis 🧬
9:45 AM – 10:15 AM: Oral 4: Paul Terrassin – Annotation-Free Deep-Learning Framework for Microcalcifications Detection on Mammograms 🔬
10:15 AM – 11:15 AM: ☕ Coffee & Poster Group 2
11:15 AM – 12:45 PM: Reading Group Brainstorm Session 💡
12:45 PM – 2:15 PM: 🍽️ Lunch at Canas Y Tapas
2:15 PM – 3:45 PM: Guest Speaker – Adrian Galdran 🎤
3:45 PM – 4:00 PM: Coffee Break ☕
4:00 PM – 6:00 PM: Finalization of Popularization Projects 🎨
🏫 Wednesday, June 19, 2024 – IUT Carquefou 🏫
9:00 AM – 10:00 AM: Preparation and Final Rehearsal for CST Workshops 🔧
10:00 AM – 12:15 PM: Popularization & Demo for middle school Students 🏫
11:45 AM – 12:15 PM: Jury Voting and Discussion / Drinks 🍹
12:30 PM – 2:00 PM: 🍽️ Lunch at IUT
2:00 PM – 3:00 PM: Visit to the Technobus 🚍
3:00 PM – 4:00 PM: Coffee Break ☕
4:00 PM – 4:30 PM: Oral 5: Loïc Michel – A Connectome-Based Inference of Dynamical Neural Wiring: A Control Approach – Preliminary Results 🧠
4:30 PM – 5:00 PM: Oral 6: Houssem Jmal – Addressing Heterogeneity in Semi-Decentralized Federated Learning 💻
5:00 PM – 5:15 PM: Closing Ceremony 🏁
