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- Publication Current Trends in Blockchain Implementations on the Paradigm of Public Key Infrastructure: A Survey in IEEE Access — 1 January 2022
- Publication New Security Protocols for Offline Point-of-Sale Machines in 36th International Conference on Advanced Information Networking and Applications (AINA) — 1 January 2022
- Publication How to Boost Close-Range Remote Sensing Courses Using a Serious Game: Uncover in a Fun Way the Complexity and Transversality of Multi-Domain Field Acquisitions in Remote Sensing — 1 January 2022
- LRDE is happy to welcome a new member, Marc Plantevit — 1 January 2022
Marc Plantevit holds a PhD in Computer Science from Montpellier University and a HDR from Lyon University. Before joining EPITA Lyon and LRDE, he was an associate professor at University Claude Bernard Lyon 1 and head of the Data Mining & Machine Learning research group at LIRIS lab. His research is mainly concerned with foundation of data mining, graph mining, subgroup discovery and explainable artificial intelligence. He is also interested in the application of machine learning in wide applications such as Neuroscience (olfaction), Electricity price forecasting, recommender systems, etc.
- Publication Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 31 December 2021
- Publication Residual 3D U-Net with Localization for Brain Tumor Segmentation in International MICCAI Brainlesion Workshop — 31 December 2021
- Publication AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation in SoftwareX — 17 December 2021
- Publication Introducing the Boundary-Aware Loss for Deep Image Segmentation in Proceedings of the 32nd British Machine Vision Conference (BMVC) — 28 November 2021
- Publication Strong Euler Wellcomposedness in Journal of Combinatorial Optimization — 23 November 2021
- Publication Continuous Well-Composedness implies Digital Well-Composedness in n-D in Journal of Mathematical Imaging and Vision — 9 November 2021
- Another PhD student at LRDE, Thibault Buatois, who joins the Olena team. — 2 November 2021
Holding EPITA's degree with IMAGE and RDI double major, Thibault comes back to LRDE for a PhD in medical imaging. He will continue to work on medical image segmentation, using lightweight neural networks and medical knowledge as well as adding explainability to the segmentation process.
- The LRDE hosts a new PhD student, Antoine Martin, who joins the Spot team. — 18 October 2021
After completing EPITA's IMAGE and RDI double major, Antoine is back at LRDE for his PhD. Having worked on parallel algorithms for automata and model checking, then on a model checker for Go programs, he will now focus on efficient translation of industrial temporal logics to ω-automata.
- LRDE Seminar on Performance and Genericity - Scaling Optimal Transport for High Dimensional Learning — 6 October 2021
by Gabriel Peyré, CNRS and Ecole Normale Supérieure
- Publication Evaluation of Anomaly Detection for Cybersecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks in Complex Network 2021 — 1 October 2021
- Publication VizNN: Visual Data Augmentation with Convolutional Neural Networks for Cybersecurity Investigation in Upper-Rhine Artificial Intelligence Symposium — 1 October 2021
- Publication A Secure Blockchain-Based Architecture for the COVID-19 Data Network in 2021 5th Cyber Security in Networking Conference (CSNet) — 1 October 2021
- LRDE’s Spot team is happy to welcome another member, Sven Dziadek, for a one-year postdoc. — 2 September 2021
Sven recently completed his PhD at Leipzig University where he considered weighted ω-automata. Weighted automata are used to describe quantitative properties of systems. At LRDE, Sven will investigate quantitative model checking and contribute to Spot.
- LRDE's Spot team hosts a new member, Uli Fahrenberg — 1 September 2021
Ulrich (Uli) Fahrenberg holds a PhD in algebraic topology from Aalborg University, Denmark. After a postdoc at Inria Rennes, followed by a position at École polytechnique, he starts now as associate professor at EPITA Rennes and will work together with LRDE’s Spot team on automata theory, concurrency theory, real-time verification, and general quantitative verification.
- Publication Towards Better Heuristics for Solving Bounded Model Checking Problems in Proceedings of the 27th International Conference on Principles and Practice of Constraint Programmings (CP'21) — 31 August 2021
- Publication VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images in Medical Image Analysis — 22 July 2021