Doctoral & Postdoctoral Seminar

Speakers:

• Giulia Foroni, 3IA Ph.D. student (Université Côte d'Azur), supervised by Olivier Humbert, 3IA Chairholder| Flash presentation - AI-based precision oncology to monitor response of metastatic cancer to immunotherapy using PET/CT imaging
• Pierre Pereira, Ph.D. student (Inria), supervised by Emanuele Natale and Frédéric Giroire, both 3IA Chairholders | Solving the Traveling Salesman Problem with Positional Encoding
• Pierre Monnin, Research scientist (Inria) | Rethinking Link Prediction in Knowledge Graphs: Instability, Semantic Awareness, and Neuro-Symbolic Approaches

Speakers:

• Amel Bakhouche, 3IA Ph.D. student (Université Côte d'Azur), Supervised by Juliette Raffort-Lareyre, Fellow | Flash presentation - Multi-State Analysis of Peripheral Artery Disease Outcomes Using the SNDS Database
• Iuliu Cuceu, Ph.D. student (Observatoire de la Côte d'Azur), Supervisors: Nelson L. Christensen, Astrid Lamberts | LISA stochastic gravitational wave component separation with diffusion
• Federica Granese, Researcher (Centre Inria d'Université Côte d'Azur) | Topic Models for Online Analysis of Document Streams

Speakers:

• Maya Guy, 3IA Ph.D. student (Université Côte d'Azur), Chair of Vincent Vandewalle | Flash presentation - Unveiling Hidden Structures in the Main Belt: A Probabilistic Framework for Asteroid Families
• Rafael Silva, 3IA Ph.D. student (Inria), Chair of Maxime Sermesant | Frugal Deep Learning for Shockable Rhythm Detection in Ultra-Portable Defibrillators
• Ameer Saadat-Yazdi, Postdoctoral researcher (Inria) | Studies Show That Whatever I Say is True:  Source-Based Arguments and Citation Misuse

Speakers:

• Matheus de Oliveira Bispo, 3IA Postdoc researcher (Inria), Chair of Pierre-Alexandre Mattei | Flash presentation - Machine Learning for Sample-Efficient Molecular Property Prediction
• Amelie Lam, Ph.D. student (Observatoire de la Côte d'Azur), co-supervised by Héloïse Meheut and André Ferrari | CNN-Augmented Fluid Solver for Capturing Fine-Scale Turbulence
• Margaux Schmied, 3IA Ph.D. student (Université Côte d'Azur / CNRS), Chair of Jean-Charles Régin | Solver and Generator of Cryptarithm Using Constraint Programming

Speakers:

• Simon Queric, 3IA Ph.D. student (Inria), Chair of Charles Bouveyron | Flash presentation - A quick overview of Optimal Transport in Machine Learning
• Maria Sofia Bucarelli, 3IA Postdoc researcher (Université Côte d'Azur / CNRS), Chair of Emanuele Natale | Task Singular Vectors: Reducing Task Interference in Model Merging
• Hugo Bulzomi, Ph.D. student (Université Nice Côte d'Azur, IMRA Europe), co-supervised by Jean Martinet and Yuta Nakano | Neuromorphic Computing for Low Energy Computer Vision

Speakers:

• Diana Sebbar, 3IA Director, and Serena Villata, 3IA Scientific Director | Greetings and announcement from the new 3IA Management
• Mariam Grigoryan, Ph.D. student (Université Côte d'Azur / Inria), Chair of Vincent Vandewalle | Secreted proteins as early, sensitive indicators of chemical bioactivity
• Marco Winkler, Professor (Université Côte d'Azur) | Principles of Analytic Provenance for Intelligence Augmentation : a case study of search interactions

Speakers:

• Ezem Sura Ekmekci, Ph.D. student (Inria), Chair of Nicholas Ayache | Flash presentation - Temporal Action Segmentation for Robot-Assisted Surgery Analysis
• Yingxue Fu, Postdoctoral researcher (Université Côte d'Azur) | Contextualizing Toxicity: An Annotation Framework for Unveiling Pragmatics in Conversations of Online Discussion Forums
• Seydina Niang, Ph.D. student (Université Côte d'Azur / Inria), Chair of Charles Bouveyron | Importance weighted directed graph variational auto-encoder for block modelling of complex networks

Speakers:

• Raphaël Razafindralambo, Ph.D. student (Inria), Chair of Pierre-Alexandre Mattei | Flash presentation - When are Two Scores Better than One? Investigating Ensemble of Diffusion Models
• Nissim Maruani, Ph.D. student (Inria), Chair of Pierre Alliez | Flash presentation - ShapeShifter: 3D Variations Using Multiscale and Sparse Point-Voxel Diffusion
• Davide Ferre', Ph.D. student (CNRS) | Constructions in mathematics with a little help from AI

Speakers:

• Deborah Dore, Ph.D. student (CNRS), Chair of Serena Villata | Flash presentation: Comprehensive Emotion Understanding and Applications
• Louis Hauseux, Ph.D. student (Inria), Konstantin Avrachenko | Generalization of Single-Linkage with Higher-Order Interactions
• Andrea Nasi, Ph.D. student (Università degli Studi di Torino) | Ontology-Driven Interfaces for Spatio-Temporal Exploration of Cultural Landscapes

Speakers:

• Seongro Yoon, Ph.D. student (Inria), Chair of François Bremond | Flash presentation: Comprehensive Emotion Understanding and Applications
• Federica Facente, Ph.D. student (Inria), Chair of Pierre Berthet-Rayne | Multi-stage CNN for fast registration of 3D preoperative CTs to 2D intraoperative X-rays
• Vincenzo Marciano, Ph.D. student (EURECOM), Chairs of Sébastien Ourselin & Maria A. Zuluaga | Diffusion-Based Quality Control of Medical Image Segmentations across Multiple Organs

Speakers:

• Nissim Maruani (Inria) | VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams
• Julien Aubert (CNRS) | On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm

Speakers:

• Stefano Spaziani (CNRS) | Estimating the functional connectivity in the brain via a multiscale spike-LFP autoregressive model
• Virginia d'Auria (invited researcher) | Quantum information science

Speakers:

• Zhijie Fang (Inria) | Landmark detection via convolutional neural network
• Josué Tchouanti (CNRS LJAD) | Detection of neural synchronization and implication for neuroscience experimental design

Speakers:

• Thi Khuyen Le (Inria) | Comparison of handcrafted radiomics and 3D-CNN models to diagnose striatal dopamine deficiency in Parkinsonian syndromes based on ¹⁸F-FDOPA PET images
• Irene Balelli (external researcher - Inria) | The search for causality in the analysis and modeling of biomedical data

Speakers:

• Valerya Strizhkova (Inria) | Multi-View Video Masked Autoencoder for Emotion Recognition
• Lucie Cadorel (invited outside 3IA - I3S & Inria) | Geospatial Knowledge in Real Estate Listings : Extracting and Localizing Uncertain Spatial Information from Text

Speakers:

• David Loiseaux (Inria) | Towards multiparameter persistent homology descriptors for machine learning
• Alessandro Betti (Inria) | Deep Learning to See

Speakers:

• Yacine Khacef (Université Côte d'Azur) | High-Resolution Traffic Monitoring with Distributed Acoustic Sensing and AI
• Daniel Inzunza (Inria) | A PINN approach for traffic state estimation and model calibration based on loop detector flow data

Speakers:

• Lucia Innocenti (Inria) | Analysis of Multi-centric AI-based frame-works in prostate segmentation
• Riccardo Taiello (Inria) | Privacy Preserving Image Registration

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Speakers:

• Prof. Ludovic Dibiaggio | Introduction to the OTESIA institute
• Daniel Inzunza (Inria) | PINNs approach for traffic model calibration
• Angelo Rodio (Inria) | Resource-aware Federated Learning

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Speakers:

• Andrea Castagnetti (UCA, LEAT) | Neural information coding for efficient spike-based image denoising
• Christos Bountzouklis (UCA, LJAD) | Environmental factors affecting wildfire-burned areas in southeastern France

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Speakers:

• Antonia Ettorre (UCA, I3S) | A systematic approach to identify the information captured by Knowledge Graph Embeddings
• Victoriya Kashtanova (Inria) | Deep Learning Approach for Cardiac Electrophysiology Modeling

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Speakers:

• Aude Sportisse (Inria) | Informative labels in Semi-Supervised Learning
• Alexandra Würth (Inria) | Data driven traffic management by Macroscopic models

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Speakers:

• Ayse Unsal (Eurecom) | A Statistical Threshold for Adversarial Classification in Laplace Mechanisms
• Ashwin James (CNRS) | Inference of choice granularity via learning model selection in a cognitive task 

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Speakers:

• Mohsen Tabejamaat (Inria) | Conditional image generation using structural priors
• William Hammersley (UCA) | Randomizing gradient descents on the space of probability measures
• Athanasios Vasileiadis (UCA) | Exploration noise for Mean Field Games

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Speakers:

• Amar Bouali (3IA Côte d'Azur) | Introduction to the Partnership and Innovation initiatives of 3IA Côte d'Azur
• Antoine Collin (CNRS) | Automatic cell type annotation for cell atlas construction
• Ziming Liu (Inria) | High-resolution Detection Network for Small Objects

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Speakers:

• Aurélie Delort (3IA Côte d'Azur) | Presentation of the Education & Training program
• Boris Shminke (CNRS) | Using Denoising Autoencoder for Cayley table completion task
• Dingge Liang (Inria) | A Deep Latent Recommender System based on User Ratings and Reviews
• Martijn Van Den Ende (UCA) | Fibre-optics, earthquakes, and a zebra: intelligent signal denoising with Deep Learning

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