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- Publication Forecasting Electricity Prices: An Optimize Then Predict-Based Approach in Advances in Intelligent Data Analysis XXI — 10 April 2023
- Publication An Experience Report on the Optimization of the Product Configuration System of Renault in 26th International Conference on Engineering of Complex Computer Systems — 3 April 2023
- Publication Optimization of the Product Configuration System of Renault in SAC '23: The 38th ACM/SIGAPP Symposium on Applied Computing — 3 April 2023
- Publication Modern vectorization and alignement of historical maps: An application to Paris atlas (1789-1950) — 22 March 2023
- Publication Catoids and Modal Convolution Algebras in Algebra Universalis — 5 March 2023
- Publication A Myhill-Nerode Theorem for Higher-Dimensional Automata in Application and Theory of Petri Nets and Concurrency (PETRI NETS) — 5 March 2023
- Publication Discrete Morse Functions and Watersheds in Journal of Mathematical Imaging and Vision (Special Edition) — 1 January 2023
- Publication Learning Diversity Attributes in Multi-Session Recommendations in 2022 IEEE International Conference on Big Data (Big Data) — 12 December 2022
- Publication Trie-based Output Itemset Sampling in 2022 IEEE International Conference on Big Data (Big Data) — 12 December 2022
- Publication Methods for Explaining Top-N Recommendations Through Subgroup Discovery in Data Mining and Knowledge Discovery — 10 December 2022
- Publication Tuning SAT Solvers for LTL Model Checking in Proceedings of the 29th Asia-Pacific Software Engineering Conference (APSEC'22) — 9 December 2022
- Publication Towards Better Heuristics for Solving Bounded Model Checking Problems in Constraints — 9 December 2022
- Publication Go2Pins: A framework for the LTL verification of Go programs (Extended Version) in International Journal on Software Tools for Technology Transfer (STTT) — 9 December 2022
- Publication CosySEL: Improving SAT Solving Using Local Symmetries in 24th International Conference on Verification, Model Checking, and Abstract Interpretation — 8 December 2022
- Publication Energy Problems in Finite and Timed Automata with Büchi Conditions in International Symposium on Formal Methods (FM) — 8 December 2022
- Publication Diversifying a Parallel SAT Solver with Bayesian Moment Matching in Symposium on Dependable Software Engineering TheoriesTools and Applications — 8 December 2022
- Publication Higher-Dimensional Timed and Hybrid Automata in Leibniz Transactions on Embedded Systems — 8 December 2022
- Publication Introduction to the Special Issue on Distributed Hybrid Systems in Leibniz Transactions on Embedded Systems — 8 December 2022
- Publication The Dahu Graph-Cut for Interactive Segmentation on 2D/3D Images in Pattern Recognition — 3 December 2022
- Thierry Géraud represents LRE at EDITE-Day — 30 November 2022
The doctoral school of Paris EDITE has organized a conference day Journée de l’EDITE dedicated to PhD-students, their supervisors and the best PhD Thesis Award. Among the labs attending, Thierry has presented the unified EPITA Research Laboratory (LRE) with its newly defined research groups and axes.
- Joseph Chazalon and Edwin Carlinet from LRE at Seminar on IA at DGFIP — 22 November 2022
At the Seminar on Automatic Information Extraction in Administrative Forms organized by Public Finances General Directorate (DGFIP) Joseph Chazalon and Edwin Carlinet from LRE presented the challenges and perspectives of data extraction in documents. After a review of the limitations of traditional document analysis techniques, they introduced recent advances brought by the latest deep-learning methods, and the new problems they enable to solve.
- Guillaume Tochon from LRE invited speaker at GT-GDMM — 22 November 2022
Guillaume Tochon gave a plenary talk at the annual seminar of the Discrete Geometry and Mathematical Morphology Research Group, on the topic of learning mathematical morphology operations with morphological neural networks. He presented the latest results obtained at LRE with RDI students (from EPITA’s research double major) and in collaboration with the Center for Mathematical Morphology (CMM, Mines ParisTech).
- Researchers from LRE at Seminar at the French National Library (BNF) on data extraction from 19th century directories — 10 November 2022
Edwin Carlinet and Joseph Chazalon from LRE presented at the BNF Seminar the latest advances of the ANR SoDUCo project regarding mass extraction of 10 M entries from historical directories. Marie Puren presented the results of the AGODA project, funded by the BNF, showcasing structured transcriptions of French Parliament debates from the 19th century, extracted in a semi-automated fashion.
- Michaël Roynard defends his PhD thesis "Generic Programming in modern C++ for Image Processing" at EPITA at 9:30 am — 4 November 2022
- The LRE hosts a new PhD student, Théo Lepage, who joins the Artificial Intelligence group. — 2 November 2022
After obtaining EPITA's engineering degree from the IMAGE and RDI double major, Théo joins the LRE to complete his PhD. He will focus on improving the robustness of representations used by speaker and language recognition systems while considering the growing risk of spoofing attacks.
- Publication Featured Games in Science of Computer Programming — 1 November 2022
- Publication In Pursuit of the Hidden Features of GNN's Internal Representations in Data & Knowledge Engineering — 26 October 2022
- Publication Topology-Aware Method to Segment 3D Plan Tissue Images in 36th Conference on Neural Information Processing SystemsAI for Science Workshop — 25 October 2022
- Publication On GNN Explainability with Activation Rules in Data Mining and Knowledge Discovery — 20 October 2022
- Publication A Modern C++ Point of View of Programming in Image Processing in Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) — 10 October 2022
- Publication The Cost of Dynamism in Static Languages for Image Processing in Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) — 10 October 2022
- Florian Renkin defends his PhD thesis "Transformations d’ω-automates pour la synthèse de contrôleurs réactifs" at EPITA at 9:30 am — 7 October 2022
- Publication Multi-purpose Tactile Perception Based on Deep Learning in a New Tendon-driven Optical Tactile Sensor in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems — 1 October 2022
- Publication Discovering and Visualizing Tactics in Table Tennis Games Based on Subgroup Discovery in Machine Learning and Data Mining for Sports Analytics - 9th International Workshop, MLSA 2022 — 19 September 2022
- Publication Improving the Quality of Rule-Based GNN Explanations in Workshop on eXplainable Knowledge Discovery in Data Mining. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, GrenobleFrance, September 19-23, 2022, Proceedings, Part I — 12 September 2022
- Publication A Kleene Theorem for Higher-Dimensional Automata in 33rd International Conference on Concurrency Theory (CONCUR 2022) — 6 September 2022
- Publication Comparing Use-Cases of Tree-Fold vs Fold-Left, How to Fold and Color a Map in Symposium on Implementation and Application of Functional Languages — 31 August 2022
- Publication Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning in Proc. Interspeech 2022 — 28 August 2022
- Publication Using subgroup discovery to relate odor pleasantness and intensity to peripheral nervous system reactions in IEEE Transactions on Affective Computing — 24 July 2022
- Publication What Does my GNN Really Capture? On Exploring Internal GNN Representations in International Joint Conference on Artificial Intelligence 2022 — 23 July 2022
- Publication On Robustness for the Skolem and Positivity Problems in 39th International Symposium on Theoretical Aspects of Computer Science STACS — 7 July 2022
- Publication Greibach normal form for ω-algebraic systems and weighted simple ω-pushdown automata in Information and Computation — 30 June 2022
- Publication Posets With Interfaces as a Model for Concurrency in Information and Computation — 30 June 2022
- LRDE Seminar on Performance and Genericity - Regular Model Checking Approach to Knowledge Reasoning over Parameterized Systems — 22 June 2022
by Daniel Stan, Technische Universität Kaiserslautern
- Publication Généricité dynamique pour des algorithmes morphologiques in 28e Colloque sur le traitement du signal et des images — 15 June 2022
- Publication Estimation de la fonction de niveau de bruit pour des images couleurs en utilisant la morphologie mathématique in 28e Colloque sur le traitement du signal et des images — 15 June 2022
- Publication From Spot 2.0 to Spot 2.10: What's New? in Proceedings of the 34th International Conference on Computer Aided Verification (CAV'22) — 6 June 2022
- International conference GETCO 2022 co-organized with École polytechnique at EPITA from 30 May to 3 June — 30 May 2022
GETCO is a conference series on Geometric and Topological Methods in Computer Science. The initial focus of GETCO was on concurrent and distributed computing, but the application area keeps expanding and now also includes higher categories and rewriting, dynamic and hybrid systems, robotics, and topological data analysis.
- Alexandre Duret-Lutz invited to Faculty of Informatics, Masaryk University, Czech Republic, for a week. — 23 May 2022
He will give a talk as part of the joint seminar of the DIMEA and FORMELA teams on practical applications of the "Alternating Cycle Decomposition". His stay will be an opportunity to work on site with Jan Strejček, associate professor from FI MU.
- Publication Some Equivalence Relation between Persistent Homology and Morphological Dynamics in Journal of Mathematical Imaging and Vision — 17 May 2022
- Uli Fahrenberg defends his Habilitation thesis at Université Paris Saclay at 9 am. — 10 May 2022
- Publication Données, Transparence et Démocratie — 1 May 2022
- Publication Effective Reductions of Mealy Machines in Proceedings of the 42nd International Conference on Formal Techniques for Distributed Objects, Components, and Systems (FORTE'22) — 26 April 2022
- Publication LTL under reductions with weaker conditions than stutter invariance in Proceedings of the 41th IFIP International Conference on Formal Techniques for Distributed Objects, Components and Systems (FORTE'22) — 18 April 2022
- Publication Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics in Proceedings of the 26th International Conference on Pattern Recognition — 8 April 2022
- Publication A Benchmark of Named Entity Recognition Approaches in Historical Documents in Proceedings of the 15th IAPR International Workshop on Document Analysis System — 7 April 2022
- Publication Learning Grayscale Mathematical Morphology with Smooth Morphological Layers in Journal of Mathematical Imaging and Vision — 4 April 2022
- Publication Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN in Extraction et Gestion des Connaissances, EGC 2022Blois, France, 24 au 28 janvier 2022 — 24 March 2022
- Publication Local Intensity Order Transformation for Robust Curvilinear Object Segmentation in IEEE Transactions on Image Processing — 22 March 2022
- Publication Electricity Price Forecasting on the Day-Ahead Market using Machine Learning in Applied Energy — 10 March 2022
- Publication Max-Tree Computation on GPUs in IEEE Transactions on Parallel and Distributed Systems — 9 March 2022
- Publication ETAP: Experimental Typesetting Algorithms Platform in 15th European Lisp Symposium — 1 March 2022
- Publication GenIDA, une base de données participative internationale permettant de mieux connaître l'histoire naturelle et les comorbidités des formes génétiques de troubles neurodéveloppementaux in Assises de Génétique Humaine et Médicale — 1 February 2022
- Publication Practical Applications of the Alternating Cycle Decomposition in Proceedings of the 28th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'22) — 1 February 2022
- Publication Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents in Extraction et Gestion des Connaissances, EGC 2022Blois, France, 24 au 28 janvier 2022 — 24 January 2022
- Publication Hate Speech and Toxic Comment Detection using Transformers in Workshop EGC 2022 DL for NLP — 12 January 2022
- Publication QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation — Analysis of Ranking Scores and Benchmarking Results in Journal of Machine Learning for Biomedical Imaging (MELBA) — 9 January 2022
- Publication Automatically Guided Selection of a Set of Underwater Calibration Images in Journal of Marine Science and Engineering (JMSE) [MDPI] — 1 January 2022
- Publication How to help digital-native students to successfully take control of their learning : A return of 8 years of experience on a computer science e-learning platform in higher education in Education and Information Technologies (EIT) [Springer Nature] — 1 January 2022
- Publication Anomaly Detection on Static and Dynamic Graphs using Graph Convolutional Neural Networks in Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities — 1 January 2022
- 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
- LRDE researcher Guillaume Tochon participates in LEMONADE project selected by ANR for a JCJC 2021 grant — 5 July 2021
The LEMONADE project (LEarning and MOdeliNg spectrAl Dynamics of satellite image time sEries) has been selected by the French National Research Agency as a research project coordinated by young researchers (JCJC). The project’s principal investigator is Lucas Drumetz (IMT-Atlantique, Lab-STICC), with Mauro Dalla Mura (Grenoble-INP, GIPSA-Lab) and Guillaume Tochon from LRDE as partners. The project will start in October 2021. The goal of this project is to learn and model, with deep neural network approaches, the spectral dynamics of satellite image time series.
- Publication Go2Pins: A Framework for the LTL Verification of Go Programs in Proceedings of the 27th International SPIN Symposium on Model Checking of Software (SPIN'21) — 8 June 2021
- Publication Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- Publication ICDAR 2021 Competition on Historical Map Segmentation in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- Publication Revisiting the Coco Panoptic Metric to Enable Visual and Qualitative Analysis of Historical Map Instance Segmentation in Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR'21) — 17 May 2021
- LRDE Seminar on Performance and Genericity - An Introduction to Topological Data Analysis with the Topology ToolKit — 12 May 2021
by Julien Tierny, Sorbonne Université
- Publication Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions Using Residual Neural Networks in Proceedings of the 29th European Signal Processing Conference (EUSIPCO) — 4 May 2021
- Publication A Corpus Processing and Analysis Pipeline for Quickref in Proceedings of the 14th European Lisp Symposium (ELS) — 1 May 2021
- Publication A Portable, Simple, Embeddable Type System in Proceedings of the 14th European Lisp Symposium (ELS) — 26 April 2021
- Publication An Innovative and Decentralized Identity Framework Based on Blockchain Technology in 2021 11th IFIP International Conference on New Technologies, Mobility and Security (NTMS) — 1 April 2021
- LRDE Seminar on Performance and Genericity - Contributions to Boolean satisfiability solving and its application to the analysis of discrete systems — 31 March 2021
by Souheib Baarir, Université Paris VI
- Seminar on « Mathematical morphology, AI and astrometry » held at EPITA — 5 March 2021
E. Puybareau and G. Tochon from LRDE invite the Pegase team from IMCCE to present the respective themes of the two communities (image processing and AI for the former, astronomy for the latter) and to discuss their possible interactions.
- Publication Stability of the Tree of Shapes to Additive Noise in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication A New Matching Algorithm between Trees of Shapes and its Application to Brain Tumor Segmentation in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication An Equivalence Relation between Morphological Dynamics and Persistent Homology in n-D in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 2 March 2021
- Publication Deep Learning for Detection and Segmentation of Artefact and Disease Instances in Gastrointestinal Endoscopy in Medical Image Analysis — 24 February 2021
- Publication On Some Associations Between Mathematical Morphology and Artificial Intelligence in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 16 February 2021
- Publication Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 16 February 2021
- Publication Going beyond p-convolutions to learn grayscale morphological operators in Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) — 16 February 2021
- LRDE Seminar on Performance and Genericity - Generating Posets Beyond N — 10 February 2021
by Uli Fahrenberg, Ecole Polytechnique
- Publication Blockchain-Based Solution for Detecting and Preventing Fake Check Scams in IEEE Transactions on Engineering Management — 1 January 2021
- Publication Automation of Binary Analysis: From Open Source Collection to Threat Intelligence in Proceedings of the 28th C&ESAR — 1 January 2021
- Publication Debug Packages in OpenBSD in EuroBSDCon 2021 — 1 January 2021
- Publication A blockchain-based certificate revocation management and status verification system in Computers & Security — 1 January 2021
- Publication A Machine Learning Based Splitting Heuristic for Divide-and-Conquer Solvers in Proceedings of the 26 th International Conference on Principles and Practice of Constraint Programming (CP'20) — 31 December 2020
- LRDE Seminar on Performance and Genericity - Diagnosis and Opacity in Partially Observable Systems — 16 December 2020
by Stefan Schwoon, ENS Paris-Saclay
- The LRDE hosts a new member, Baptiste Esteban, who joins the Olena team for his PhD studies. — 16 November 2020
After completing EPITA's IMAGE and RDI double major, Baptiste is back at LRDE for his PhD. Having worked on noise estimation in natural images with mathematical morphology approaches, he will now focus on how to conciliate genericity and performance of image processing algorithms in dynamic contexts, especially noise estimation as a validation framework.
- Publication A Global Benchmark of Algorithms for Segmenting the Left Atrium from Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging in Medical Image Analysis — 10 November 2020
- Publication PAIP 2019: Liver Cancer Segmentation Challenge in Medical Image Analysis — 10 November 2020
- Publication Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation in Proceedings of the 25th International Conference on Pattern Recognition (ICPR) — 2 November 2020
- Publication FOANet: A Focus of Attention Network with Application to Myocardium Segmentation in Proceedings of the 25th International Conference on Pattern Recognition (ICPR) — 2 November 2020
- The LRDE is happy to welcome a new member, Caroline Mazini-Rodrigues, who joins the Olena team for her PhD studies. — 21 October 2020
Holding a Master degree in Computer Science from Universidade Estadual de Campinas, Caroline joins LRDE’s Image team where she will focus on Explainability of Convolutional Neural Networks. Her PhD will be conducted in cooperation with Laboratoire d’Informatique Gaspard-Monge.
- Publication Two Stages CNN-Based Segmentation of GliomasUncertainty Quantification and Prediction of Overall Patient Survival in International MICCAI Brainlesion Workshop — 3 September 2020
- Publication Equivalence between Digital Well-Composedness and Well-Composedness in the Sense of Alexandrov on n-D Cubical Grids in Journal of Mathematical Imaging and Vision — 3 September 2020
- Publication Topological Properties of the First Non-Local Digitally Well-Composed Interpolation on n-D Cubical Grids in Journal of Mathematical Imaging and Vision — 3 September 2020
- Publication On the Usefulness of Clause Strengthening in Parallel SAT Solving in Proceedings of the 12th NASA Formal Methods Symposium (NFM'20) — 1 August 2020
- Publication Euler Well-Composedness in Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 — 21 July 2020
- Publication A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in n-D in Combinatorial Image Analysis: Proceedings of the 20th International Workshop, IWCIA 2020, Novi Sad, Serbia, July 16–18, 2020 — 21 July 2020
- Publication Non-iterative methods for image improvement in digital holography of the retina — 17 July 2020
- Julie Rivet defends her PhD thesis "Non-iterative methods for image improvement in digital holography of the retina" at EPITA at 2 pm. — 17 July 2020
- Didier Verna defends his Habilitation thesis at EPITA at 2 pm. — 10 July 2020
- Publication (Dynamic (Programming Paradigms)) ;; Performance and Expressivity — 10 July 2020
- Publication Practical “Paritizing” of Emerson–Lei Automata in Proceedings of the 18th International Symposium on Automated Technology for Verification and Analysis (ATVA'20) — 7 July 2020
- Publication Improving swarming using genetic algorithms in Innovations in Systems and Software Engineering: a NASA journal (ISSE) — 2 June 2020
- Publication A New Minimum Barrier Distance for Multivariate Images with Applications to Salient Object Detection, Shortest Path Finding, and Segmentation in Computer Vision and Image Understanding — 2 June 2020
- EPITA presents a webinar with Microsoft at Explor'IA on Artificial Intelligence and Medical Image Analysis. — 2 June 2020
In this webinar, Nicolas Boutry from LRDE presents how to segment with Convolutional Neural Networks (CNN's) white and grey matters in multi-modal MRI 3D brain images of 6-months year old children. His demonstration is based on a dataset from the iSeg2017 challenge.
- Publication Community and LBD-based Clause Sharing Policy for Parallel SAT Solving in Proceedings of the 23rd International Conference on Theory and Applications of Satisfiability Testing (SAT'20) — 1 June 2020
- Publication Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures in Proceedings of the 4th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019 — 1 June 2020
- Publication LTL Model Checking for Communicating Concurrent Programs in Innovations in Systems and Software Engineering: a NASA journal (ISSE) — 15 May 2020
- Publication Seminator 2 Can Complement Generalized Büchi Automata via Improved Semi-Determinization in Proceedings of the 32nd International Conference on Computer-Aided Verification (CAV'20) — 14 May 2020
- The 13th European Lisp Symposium, steered by Didier Verna, held online this year. — 28 April 2020
Due to the current pandemic, the conference European Lisp Symposium couldn't be held in Zurich, as originally planned. The event was thus prerecorded and broadcast on Twitch, free and open-access to everyone, resulting in an unprecedented number of virtual attendees. All the videos remain available here.
- Winning LRDE team at 2nd EndoCV2020 Challenge and Workshop, held online in conjunction with ISBI. — 3 April 2020
Lê Duy Huynh and Nicolas Boutry have won the first prize of the Endoscopy Artefact Detection and Segmentation Challenge (EAD2020) against 31 other participating teams. This challenge was organized during the 17th International Symposium on Biomedical Imaging (ISBI).
- LRDE Seminar on Performance and Genericity - Diagnosis and Opacity in Partially Observable Systems — 18 March 2020
by Stefan Schwoon, ENS Paris-Saclay
- Publication Improvement of a text detection chain and the proposition of a new evaluation protocol for text detection algorithms — 18 February 2020
- Minh On Vu Ngoc defends his PhD thesis "A new minimum barrier distance for multivariate images with applications to salient object detection, shortest path finding, and segmentation." at EPITA at 2 pm. — 18 February 2020
- LRDE Seminar on Performance and Genericity - Informatique Quantique — 12 February 2020
by Georges Uzbelger, IBM France
- Publication A Two-Stage Temporal-Like Fully Convolutional Network Framework for Left Ventricle Segmentation and Quantification on MR Images in Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges—10th International WorkshopSTACOM 2019, Held in Conjunction with MICCAI 2019Shenzhen, China, October 13, 2019, Revised Selected Papers — 7 February 2020
- Publication Learning Endmember Dynamics in Multitemporal Hyperspectral Data using a State-Space Model Formulation in Proceedings of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) — 24 January 2020
- LRDE Student Seminar : 2020 students present their work. — 20 January 2020
You can find the programme here. Seminars are free and open to anyone.
- Publication Stacked and parallel U-nets with multi-output for myocardial pathology segmentation in Myocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge — 1 January 2020
- Publication Experimental digital Gabor hologram rendering of C. elegans worms by a model-trained convolutional neural network (Conference Presentation) in Label-free Biomedical Imaging and Sensing (LBIS) 2020 — 1 January 2020
- LRDE Seminar on Performance and Genericity - Learning the relationship between neighboring pixels for some vision tasks — 17 December 2019
by Yongchao Xu, Associate Professor at the School of Electronic Information and Communications, HUST, China
- Publication Quickref: Common Lisp Reference Documentation as a Stress Test for Texinfo in TUGboat — 6 November 2019
- The LRDE hosts two new members, Anissa Kheireddine and Florian Renkin, who join the Spot team for their PhD studies. — 7 October 2019
After completing the ANDROIDE Master program in Computer Science from Sorbonne University, Anissa joins the Verification team at LRDE for her PhD. Her work consists in parallelizing and optimizing Bounded Model Checking for program verification. Florian holds the Master's degree of the Parisian Master of Research in Computer Science, where he focused on automata theory and algorithmics. He joins the LRDE for his PhD to work on ω-automata and contribute to Spot.
- LRDE Seminar on Performance and Genericity - The Loci Auto-Parallelizing Framework: An Overview and Future Directions — 1 October 2019
by Edward A. Luke, Professor, Department of Computer Science and Engineering, Mississippi State University
- Publication Connected Filters on Generalized Shape-Spaces in Pattern Recognition Letters — 20 September 2019
- Publication Combining Parallel Emptiness Checks with Partial Order Reductions in Proceedings of the 21st International Conference on Formal Engineering Methods (ICFEM'19) — 2 August 2019
- Publication Generic Emptiness Check for Fun and Profit in Proceedings of the 17th International Symposium on Automated Technology for Verification and Analysis (ATVA'19) — 29 July 2019
- Publication Towards more efficient parallel SAT solving — 3 July 2019
- Ludovic Le Frioux defends his PhD thesis "Towards more efficient parallel SAT solving" at EPITA at 2 pm. — 3 July 2019
- LRDE Student Seminar : 2021 students present their work. — 2 July 2019
You can find the programme here. Seminars are free and open to anyone.
- Publication Braids of Partitions for the Hierarchical Representation and Segmentation of Multimodal Images in Pattern Recognition — 1 July 2019
- RDI Student Seminar : 2020 students present their work. — 1 July 2019
You can find the programme here. Seminars are free and open to anyone.
- Publication One More Step Towards Well-Composedness of Cell Complexes over n-D Pictures in Proceedings of the 21st International Conference on Discrete Geometry for Computer Imagery (DGCI) — 18 June 2019
- Publication Estimation du niveau de bruit par arbre des formes et statistiques non paramétriques in Proceedings of the 27st Symposium on Signal and Image Processing (GRETSI) — 14 June 2019
- Publication Filtres connexes multivariés par fusion d'arbres de composantes in Proceedings of the 27st Symposium on Signal and Image Processing (GRETSI) — 14 June 2019
- Publication Estimating the noise level function with the tree of shapes and non-parametric statistics in Proceedings of the 18th International Conference on Computer Analysis of Images and Patterns (CAIP) — 7 June 2019
- Publication Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge in IEEE Transactions on Medical Imaging — 11 April 2019
- LRDE Seminar on Performance and Genericity - Deep Learning for Satellite Imagery: Semantic Segmentation, Non-Rigid Alignment, and Self-Denoising — 10 April 2019
by Guillaume Charpiat (Équipe TAU, INRIA Saclay / LRI - Université Paris-Sud)
- LRDE Seminar on Performance and Genericity - Deep Learning for Satellite Imagery: Semantic Segmentation, Non-Rigid Alignment, and Self-Denoising by Guillaume Charpiat (TAU team, INRIA Saclay / LRI - Université Paris-Sud) — 10 April 2019
- Publication Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities: Results of the WMH Segmentation Challenge in IEEE Transactions on Medical Imaging — 10 April 2019
- Publication Implementing Baker's SUBTYPEP decision procedure in 12th European Lisp Symposium — 1 April 2019
- Publication Model checking with generalized Rabin and Fin-less automata in International Journal on Software Tools for Technology Transfer — 1 April 2019
- Publication Parallelizing Quickref in 12th European Lisp Symposium — 1 April 2019
- Publication Constructing a braid of partitions from hierarchies of partitions in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication Spherical fluorescent particle segmentation and tracking in 3D confocal microscopy in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication Introducing Multivariate Connected Openings and Closings in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- Publication An Equivalence Relation between Morphological Dynamics and Persistent Homology in 1D in Mathematical Morphology and Its Application to Signal and Image Processing – Proceedings of the 14th International Symposium on Mathematical Morphology (ISMM) — 13 March 2019
- LRDE Seminar on Performance and Genericity - Restauration de la vision grâce aux implants rétiniens by Vincent Bismuth (GEHC) — 6 March 2019
- Adrien Pommellet, assistant professor, joins LRDE's Spot team. — 4 March 2019
Holding a PhD on pushdown model checking from Université Paris 7, his research interests gravitate naturally towards automata theory and formal verification. He will contribute to the Spot team's projects, TickTac in particular.
- The LRDE hosts a new member, Matteo Bovio, Master student intern from ESIEE Paris, who joins the Olena team. — 1 March 2019
- Publication Modular and Efficient Divide-and-Conquer SAT Solver on Top of the Painless Framework in Proceedings of the 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'19) — 13 February 2019
- Publication How to Make n-D Plain Maps Alexandrov-Well-Composed in a Self-dual Way in Journal of Mathematical Imaging and Vision — 4 February 2019
- Publication High Throughput Automated Detection of Axial Malformations in Medaka Embryo in Computers in Biology and Medicine — 22 January 2019
- LRDE Student Seminar : 2019 students present their work. — 16 January 2019
You can find the programme here. Seminars are free and open to anyone.
- Publication Finite Automata Theory Based Optimization of Conditional Variable Binding in European Lisp Symposium — 14 January 2019
- Publication Motion Compensation in Digital Holography for Retinal Imaging in Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) — 19 December 2018
- LRDE Seminar on Performance and Genericity - Toward myocardium perfusion from X-ray CT — 14 December 2018
by Clara Jaquet (ESIEE Marne-la-Vallée)
- LRDE Seminar on Performance and Genericity - Toward myocardium perfusion from X-ray CT by Clara Jaquet (ESIEE Marne-la-Vallée) — 14 December 2018
- Lê Duy Huynh defends his PhD thesis "Taking into account inclusion and adjacency information in morphological hierarchical representations, with application to the extraction of text in natural images and videos" at EPITA at 10 am. — 13 December 2018
- Publication Taking into account inclusion and adjacency information in morphological hierarchical representations, with application to the extraction of text in natural images and videos. — 1 December 2018
- Publication Intervertebral Disc Segmentation Using Mathematical Morphology—A CNN-Free Approach in Proceedings of the 5th MICCAI Workshop & Challenge on Computational Methods and Clinical Applications for Spine Imaging (CSI) — 26 November 2018
- Jim Newton defends his PhD thesis "Representing and Computing with Types in Dynamically Typed Languages" at EPITA at 10 am. — 20 November 2018
- Publication Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure in Proceedings of the Workshop on Brain Lesions (BrainLes)in conjunction with MICCAI — 5 November 2018
- Publication Representing and Computing with Types in Dynamically Typed Languages — 1 November 2018
- Publication Left Atrial Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning in Proceedings of the Workshop on Statistical Atlases and Computational Modelling of the Heart (STACOM 2018), in conjunction with MICCAI — 25 October 2018
- Publication An Image Processing Library in Modern C++: Getting Simplicity and Efficiency with Generic Programming in Proceedings of the 2nd Workshop on Reproducible Research in Pattern Recognition (RRPR 2018) — 25 October 2018
- Publication Deep Neural Networks for Aberrations Compensation in Digital Holographic Imaging of the Retina in Proceedings of the SPIE Conference on Adaptive Optics and Wavefront Control for Biological Systems V — 25 October 2018
- Head of the lab handover — 1 October 2018
Thierry Géraud took over as Head of LRDE. Olivier Ricou stood down after 10 years of service.
- Publication Document detection in videos captured by smartphones using a saliency-based method in International Conference on Document Analysis and Recognition Workshops (ICDARW) — 20 September 2018
- Publication Recognizing Heterogeneous Sequences by Rational Type Expression in Proceedings of the Meta'18: Workshop on Meta-Programming Techniques and Reflection — 14 September 2018
- Publication A Theoretical and Numerical Analysis of the Worst-Case Size of Reduced Ordered Binary Decision Diagrams in ACM Transactions on Computational Logic — 28 August 2018
- Project ANR SoDUCo accepted — 3 August 2018
The selected projects will receive funding from the French state. SoDUCo stands for SOcial Dynamics in Urban COntext.
- LRDE Seminar on Performance and Genericity - Y a-t-il une théorie de la détection des anomalies dans les images digitales? — 4 July 2018
by Jean-Michel Morel (École Normale Supérieure Paris-Saclay)
- Publication Weakly Well-Composed Cell Complexes over nD Pictures in Information Sciences — 4 July 2018
- LRDE Seminar on Performance and Genericity Y-a-t-il une théorie de la détection des anomalies dans les images digitales ? by Jean-Michel Morel, École Normale Supérieure Paris-Saclay — 4 July 2018
- LRDE Student Seminar : 2019 and 2020 students present their work. — 3 July 2018
You can find the programme here. Seminars are free and open to anyone.
- Publication Improving Parallel State-Space Exploration Using Genetic Algorithms in Proceedings of the 12th International Conference on Verification and Evaluation of Computer and Communication Systems (VECOS'18) — 14 June 2018
- LRDE Seminar on Performance and Genericity - Hierarchical image representations: construction, evaluation and examples of use for image analysis — 13 June 2018
by Camille Kurtz (LIPADE, Université Paris Descartes)
- LRDE Seminar on Performance and Genericity Hierarchical image representations: construction, evaluation and examples of use for image analysis by Camille Kurtz, LIPADE, Université Paris Descartes — 13 June 2018
- Publication Reactive Synthesis from LTL Specification with Spot in Proceedings of the 7th Workshop on Synthesis, SYNT@CAV 2018 — 7 June 2018
- Publication A Formally-Proved Algorithm to Compute the Correct Average of Decimal Floating-Point Numbers in 25th IEEE Symposium on Computer Arithmetic — 1 June 2018
- Seminar MeFoSyLoMa at LRDE. — 18 May 2018
Invited speakers : Étienne Renault - LRDE-EPITA, "The quest for an efficient LTL model-checking", and Mathias Ramparison - LIPN, Université Paris 13, "Timed automata with parametric updates"
- Joseph Chazalon becomes assistant professor in LRDE's Olena team. — 14 May 2018
After having started last year to work at the lab as a postdoc from Laboratoire Image, Informatique et Interaction (L3i) of Université de La Rochelle, Joseph joins now the lab as assistant professor specialized in computer vision. He will continue to work on the projects of the Olena team.
- Publication Real-Time Document Detection in Smartphone Videos in Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) — 10 May 2018
- Publication The Tree of Shapes Turned into a Max-Tree: A Simple and Efficient Linear Algorithm in Proceedings of the 24th IEEE International Conference on Image Processing (ICIP) — 10 May 2018
- Publication Segmentation des hyperintensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage in Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP), session spéciale “Deep Learning, deep in France” — 4 May 2018
- Publication Un algorithme de complexité linéaire pour le calcul de l'arbre des formes in Actes du congrès Reconnaissance des Formes, ImageApprentissage et Perception (RFIAP) — 4 May 2018
- Publication Parallel Model Checking Algorithms for Linear-Time Temporal Logic in Handbook of Parallel Constraint Reasoning — 10 April 2018
- Publication Approaches in Typecase Optimization in European Lisp Symposium — 5 April 2018
- Publication Parallel Computation of Component Trees on Distributed Memory Machines in IEEE Transactions on Parallel and Distributed Systems — 2 April 2018
- Vcsn 2.7 released. — 29 March 2018
This version is mostly a bug fix release, with improvements in the documentation, based on user feedback.
- Publication Method Combinators in 11th European Lisp Symposium — 25 March 2018
- Publication The Challenge of Cerebral Magnetic Resonance Imaging in Neonates: A New Method using Mathematical Morphology for the Segmentation of Structures Including Diffuse Excessive High Signal Intensities in Medical Image Analysis — 22 March 2018
- The LRDE hosts a new member, Alexis Di Lisi, Master student intern from Sciences Sorbonne Université, who joins the Spot team. — 8 March 2018
- Publication White Matter Hyperintensities Segmentation In a Few Seconds Using Fully Convolutional Network and Transfer Learning in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries— 3rd International WorkshopBrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14 2017, Revised Selected Papers — 6 February 2018
- Publication Lisp, Jazz, Aikido in The Art, Science and Engineering of Programming Journal — 5 February 2018
- Publication A first step toward a fair comparison of evaluation protocols for text detection algorithms in Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) — 2 February 2018
- Publication Saliency-Based Detection of Identity Documents Captured by Smartphones in Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS) — 2 February 2018
- CSI Seminar : CSI 2018 students present their work. — 24 January 2018
You can find the programme here. Seminars are free and open to anyone.
- Spot 2.5 was released — 20 January 2018
The main features of this release are algorithms for working with parity acceptance, new functions to convert to co-Büchi when possible, a new tool for LTL synthesis, and some speedup of our determinization algorithm.
- Publication CDCLSym: Introducing Effective Symmetry Breaking in SAT Solving in Proceedings of the 24th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'18) — 5 January 2018
- Publication Derived-Term Automata of Multitape Expressions with Composition in Scientific Annals of Computer Science — 29 December 2017
- LRDE Seminar on Performance and Genericity - Vers l'apprentissage d'un sens commun visuel — 13 December 2017
by Camille Couprie, Facebook AI research
- LRDE Seminar on Performance and Genericity - Industrial Formal Verification – Cadence’s JasperGold Formal Verification Platform — 29 November 2017
by Barbara Jobstmann, Cadence Design Systems
- Vcsn 2.6 released. — 13 November 2017
This version includes improvements in the build system, better performances, and extended consistency for a better, smoother, user experience.
- LRDE Seminar on Performance and Genericity - Lire les lignes du cerveau humain, LRDE Seminar on Performance and Genericity - Apprentissage automatique en neuroimagerie: application aux maladies cérébrales — 8 November 2017
by Edouard Duchesnay, NeuroSpin, CEA, Paris-Saclay, by Jean-François Mangin, NeuroSpin, CEA, Paris-Saclay
- Publication Advances in Utilization of Hierarchical Representations in Remote Sensing Data Analysis in Comprehensive Remote Sensing, 1st Edition — 8 November 2017
- LRDE Seminar on Performance and Genericity - Lire les lignes du cerveau humain by Jean-François Mangin, NeuroSpin, and - Apprentissage automatique en neuroimagerie: application aux maladies cérébrales by Edouard Duchesnay, NeuroSpin, CEA, Paris-Saclay . — 8 November 2017
- Edwin Carlinet, assistant-professor, is back to the Olena team. — 2 November 2017
After his PhD thesis defense at LRDE in 2015, Edwin has been working for two years as an Imaging Science Engineer at DxO. Now he joins LRDE's image team to maintain and develop the image processing library Olena. He will also be involved in several projects, such as the detection of fibrosis in 3D images of the heart using deep learning methods.
- Publication Extraction of Ancient Map Contents Using Trees of Connected Components in Proceedings of the 12th IAPR International Workshop on Graphics Recognition (GREC) — 20 October 2017
- Publication A Tutorial on Well-Composedness in Journal of Mathematical Imaging and Vision — 12 October 2017
- The LRDE hosts a new member, Michaël Roynard, who joins the Olena team for his PhD studies. — 3 October 2017
After his engineering degree from EISTI, Michaël has worked as a software developer at the Informatics development Laboratory (LDI) at CEA/LIST, then at Murex, before joining the image team of LRDE for his PhD. He studies the possibilities that the modern C++ offers to improve Olena, especially concerning its generic aspect.
- LRDE Seminar on Performance and Genericity - Frama-C, une plateforme collaborative et extensible pour l'analyse de code C — 27 September 2017
by Julien Signoles, CEA LIST, Laboratoire de Sûreté des Logiciels (LSL)
- LRDE Seminar on Performance and Genericity - Frama-C, une plateforme collaborative et extensible pour l'analyse de code C by Julien Signoles, CEA LIST, Laboratoire de Sûreté des Logiciels (LSL). — 27 September 2017
- Spot 2.4 was released — 6 September 2017
More tools, and more support for complex acceptance conditions.
- The LRDE hosts a new member, Julie Rivet, who joins the Olena team for her PhD studies. — 31 August 2017
Holding an engineering degree from Grenoble INP - Ense3 in the field of signal and image processing, Julie joins the image team of LRDE. She is working on real-time hyperspectral retinal holography on GPU with the Langevin Institute and the Quinze-Vingts National Ophthalmology Hospital.
- Publication SmartDoc 2017 Video Capture: Mobile Document Acquisition in Video Mode in Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST) — 21 July 2017
- Publication Derived-Term Automata of Weighted Rational Expressions with Quotient Operators in Proceedings of the Thirteenth International Colloquium on Theoretical Aspects of Computing (ICTAC) — 5 July 2017
- Publication Benchmarking Keypoint Filtering Approaches for Document Image Matching in Proceedings of the 14th International Conference on Document Analysis and Recognition (ICDAR) — 4 July 2017