Frédéric Precioso

Publications

Article dans une revue (27)

When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models Raphaël Razafindralambo,Rémy Sun,Frédéric Precioso,Damien Garreau,Pierre-Alexandre Mattei Transactions of Machine Learning Research, In press Article dans une revue hal-05469817v1
Automated Counting of Fish in moving Diver Operated Videos (DOV) for Biodiversity Assessments Kilian Bürgi,Rémy Sun,Charles Bouveyron,Diane Lingrand,Benoit Dérijardet al. Methods in Ecology and Evolution, In press, ⟨10.1111/2041-210x.70283⟩ Article dans une revue hal-04865293v3
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl,Pierre-Alexandre Mattei,Frederic Precioso ACM Computing Surveys, 2025, 58 (4), pp.1-36. ⟨10.1145/3748255⟩ Article dans une revue hal-05419674v1
Towards a fully automated underwater census for fish assemblages in the Mediterranean Sea Kilian Bürgi,Charles Bouveyron,Diane Lingrand,Benoit Derijard,Frédéric Preciosoet al. Ecological Informatics, 2025, 85, pp.102959. ⟨10.1016/j.ecoinf.2024.102959⟩ Article dans une revue hal-04896273v2
Unsupervised Machine Learning Analysis to Enhance Risk Stratification in Patients with Asymptomatic Aortic Stenosis Marie-Ange Fleury,Louis Ohl,Lionel Tastet,Mickaël Leclercq,Frédéric Preciosoet al. European Heart Journal - Digital Health, 2025, ⟨10.1093/ehjdh/ztaf115⟩ Article dans une revue hal-05320254v1
A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning Alessandro Betti,Gabriele Ciravegna,Marco Gori,Stefano Melacci,Kevin Mottinet al. Intelligenza Artificiale, 2024, 18 (2), pp.301-311. ⟨10.3233/IA-240047⟩ Article dans une revue hal-04896278v1
AI-Enhanced Prediction of Aortic Stenosis Progression Melissa Sanabria,Lionel Tastet,Simon Pelletier,Mickael Leclercq,Louis Ohlet al. JACC. Advances, 2024, 3 (10), pp.101234. ⟨10.1016/j.jacadv.2024.101234⟩ Article dans une revue hal-04755914v1
DeepWILD : Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning Fanny Simões,Charles Bouveyron,Frédéric Precioso Ecological Informatics, 2023, 75, ⟨10.1016/j.ecoinf.2023.102095⟩ Article dans une revue hal-03797530v2
Early Diagnosis: End-to-End CNN–LSTM Models for Mass Spectrometry Data Classification Khawla Seddiki,Frédéric Precioso,Melissa Sanabria,Michel Salzet,Isabelle Fournieret al. Analytical Chemistry, 2023, 95 (36), pp.13431-13437. ⟨10.1021/acs.analchem.3c00613⟩ Article dans une revue hal-04459618v1
Learning and Reasoning for Cultural Metadata Quality Anna Bobasheva,Fabien Gandon,Frédéric Precioso Journal on Computing and Cultural Heritage, 2022, 15 (3), ⟨10.1145/3485844⟩ Article dans une revue hal-03363442v1
Semi-supervised Consensus Clustering Based on Closed Patterns Tianshu Yang,Nicolas Pasquier,Frédéric Precioso Knowledge-Based Systems, 2022, Article 107599, 235, ⟨10.1016/j.knosys.2021.107599⟩ Article dans une revue hal-03402517v1
TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos Miguel Fabian Romero Rondon,Lucile Sassatelli,Ramon Aparicio-Pardo,Frédéric Precioso IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, pp.1-1. ⟨10.1109/TPAMI.2021.3070520⟩ Article dans une revue hal-03193067v1
Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification Khawla Seddiki,Philippe Saudemont,Frédéric Precioso,Nina Ogrinc,Maxence Wisztorskiet al. Nature Communications, 2020, 11 (1), pp.5595. ⟨10.1038/s41467-020-19354-z⟩ Article dans une revue hal-03132326v1
Using Closed Patterns to Solve the Consensus Clustering Problem Atheer Al-Najdi,Nicolas Pasquier,Frédéric Precioso International Journal of Software Engineering and Knowledge Engineering, 2017, 26 (09n10), pp.1379-1397. ⟨10.1142/S021819401640009X⟩ Article dans une revue hal-02540835v1
Fine-Grained Object Recognition in Underwater Visual Data Concetto Spampinato,Simone Palazzo,Pierre-Hughes Joalland,Sébastien Paris,Hervé Glotinet al. Multimedia Tools and Applications, 2016, 75 (3), pp.1701-1720. ⟨10.1007/s11042-015-2601-x⟩ Article dans une revue hal-01323129v1
Assessment of algorithms for mitosis detection in breast cancer histopathology images Mitko Veta,Paul J. Van Diest,Stefan M. Willems,Haibo Wang,Anant Madabhushiet al. Medical Image Analysis, 2015, 20 (1), pp.237-248. ⟨10.1016/j.media.2014.11.010⟩ Article dans une revue hal-01246695v1
Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour In The Framework of Intestinal Pathologies Detection Leila Meziou,Aymeric Histace,Frédéric Precioso,Olivier Romain,Xavier Drayet al. International Journal of Biomedical Imaging, 2014, 2014, 428583 (10 p.). ⟨10.1155/2014/428583⟩ Article dans une revue hal-01090142v1
Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation Yan Zhang,Bogdan Matuszewski,Aymeric Histace,Frédéric Precioso Journal of Mathematical Imaging and Vision, 2013, 47 (1), pp.35-47. ⟨10.1007/s10851-013-0416-9⟩ Article dans une revue hal-00784159v1
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. H. A. Kirişli,M. Schaap,C. T. Metz,A. S. Dharampal,W. B. Meijboomet al. Medical Image Analysis, 2013, 17 (8), pp.859-876. ⟨10.1016/j.media.2013.05.007⟩ Article dans une revue istex hal-00874107v1
Boosted kernel for image categorization Alexis Lechervy,Philippe-Henri Gosselin,Frédéric Precioso Multimedia Tools and Applications, 2013 Article dans une revue hal-00799068v1
Statistical region based active contour using a fractional entropy descriptor: Application to nuclei cell segmentation in confocal microscopy images Aymeric Histace,Leila Meziou,Bogdan Matuszewski,Frédéric Precioso,Mark Murphyet al. Annals of British Machine Vision Association, 2013, 2013 (5), pp.1-15 Article dans une revue hal-00817583v1
Locality sensitive hashing for chi2 distance David Gorisse,Matthieu Cord,Frédéric Precioso IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34 (2), pp.402-410. ⟨10.1109/tpami.2011.193⟩ Article dans une revue hal-00773079v1
Incremental Kernel Learning for Active Image Retrieval without Global Dictionaries Philippe-Henri Gosselin,Frédéric Precioso,Sylvie Philipp-Foliguet Pattern Recognition, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.006⟩ Article dans une revue hal-00619211v1
Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system Shuji Zhao,Frédéric Precioso,Matthieu Cord Multimedia Tools and Applications, 2011, Special issue on "Image and Video Retrieval: Theory and Applications"., 55 (1), pp.105-125. ⟨10.1007/s11042-010-0602-3⟩ Article dans une revue istex hal-00773031v1
SALSAS: Sub-linear Active Learning Strategy with Approximate k-NN Search David Gorisse,Matthieu Cord,Frédéric Precioso Pattern Recognition, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.009⟩ Article dans une revue istex hal-00773102v1
From snakes to region-based active contours defined by region-dependent parameters Stéphanie Jehan-Besson,Muriel Gastaud,Frédéric Precioso,Michel Barlaud,Gilles Aubertet al. Applied optics, 2004, 43 (2), pp.247-256. ⟨10.1364/AO.43.000247⟩ Article dans une revue hal-00331466v1
B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation Frédéric Precioso,Michel Barlaud EURASIP Journal on Advances in Signal Processing, 2002, 2002 (6), ⟨10.1155/S1110865702203121⟩ Article dans une revue hal-01343203v1

Communication dans un congrès (100)

Robust fine-tuning from non-robust pre-trained models: mitigating suboptimal transfer with epsilon-scheduling Jonas Ngnawé,Maxime Heuillet,Sabyasachi Sahoo,Yann Pequignot,Ola Ahmadet al. ICLR 2026 - The Fourteenth International Conference on Learning Representations, Apr 2026, Rio De Janeiro, Brazil Communication dans un congrès hal-05530886v1
Mind the map! Accounting for existing maps when estimating online HDMaps from sensors. Rémy Sun,Li Yang,Diane Lingrand,Frédéric Precioso Winter conference on Applications of Computer Vision - WACV 2025, Feb 2025, Tucson (USA), United States. ⟨10.48550/arXiv.2311.10517⟩ Communication dans un congrès hal-04385135v2
Re-examining Concept-based Explainable Models for Multimodal Interpretative Tasks Julie Tores,Elisa Ancarani,Rémy Sun,Lucile Sassatelli,Hui-Yin Wuet al. MM 2025 - 33rd ACM International Conference on Multimedia, Oct 2025, Dublin, Ireland. pp.12437-12445, ⟨10.1145/3746027.3758170⟩ Communication dans un congrès hal-05462454v1
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers Jonas Ngnawé,Sabyasachi Sahoo,Yann Pequignot,Frédéric Precioso,Christian Gagné NeurIPS 2024 - Thirty-eighth Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver (CA), Canada Communication dans un congrès hal-04768240v1
Visual Objectification in Films: Towards a New AI Task for Video Interpretation Julie Tores,Lucile Sassatelli,Hui-Yin Wu,Clement Bergman,Lea Andolfiet al. CVPR 2024 - IEEE / CVF Computer Vision and Pattern Recognition Conference, Jun 2024, Seattle (Washington), United States. pp.10864-10874, ⟨10.1109/CVPR52733.2024.01033⟩ Communication dans un congrès hal-04840507v1
Domain-Specific Long Text Classification from Sparse Relevant Information Célia D’cruz,Jean-Marc Bereder,Frédéric Precioso,Michel Riveill ECAI 2024 - 27th european conference on artificial intelligence, Oct 2024, Santiago de Compostela, Spain. pp.4003 - 4010, ⟨10.3233/FAIA240967⟩ Communication dans un congrès hal-04841129v1
Attention Meets Post-hoc Interpretability: A Mathematical Perspective Gianluigi Lopardo,Frederic Precioso,Damien Garreau ICML 2024 - 41st International Conference on Machine Learning, PMLR 235:32781-32800, 2024., Jul 2024, Vienna, Austria Communication dans un congrès hal-05357778v1
Knowledge-driven Active Learning Gabriele Ciravegna,Frédéric Precioso,Alessandro Betti,Kevin Mottin,Marco Gori ECML PKDD 2023 - European Conference on Machine Learning and Knowledge Discovery in Databases, 2023, Torino, Italy. ⟨10.1007/978-3-031-43412-9_3⟩ Communication dans un congrès hal-03527128v1
Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning Alessandro Betti,Gabriele Ciravegna,Marco Gori,Stefano Melacci,Kevin Mottinet al. AIxIA 2023 – XXIInd International Conference of the Italian Association for Artificial Intelligence, Nov 2023, Rome, France. pp.218-230, ⟨10.1007/978-3-031-47546-7_15⟩ Communication dans un congrès hal-04410778v1
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero,Gabriele Ciravegna,Francesco Giannini,Mateo Espinosa Zarlenga,Lucie Charlotte Magisteret al. International Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States. ⟨10.48550/arXiv.2304.14068⟩ Communication dans un congrès hal-04244362v1
Taming the Diversity of Computational Notebooks Yann Brault,Yassine El Amraoui,Mireille Blay-Fornarino,Philippe Collet,Florent Jailletet al. SPLC 2023 - 27th ACM International Systems and Software Product Line Conference, Aug 2023, Tokyo, Japan. pp.27-33, ⟨10.1145/3579027.3608974⟩ Communication dans un congrès hal-04247860v1
SMACE: A New Method for the Interpretability of Composite Decision Systems Gianluigi Lopardo,Damien Garreau,Frédéric Precioso,Greger Ottosson ECML PKDD 2022 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2022, Grenoble, France. pp.325-339, ⟨10.1007/978-3-031-26387-3_20⟩ Communication dans un congrès hal-03527129v1
Interpretable Neural-Symbolic Concept Reasoning ⋆ Pietro Barbiero,Gabriele Ciravegna,Francesco Giannini,Mateo Espinosa Zarlenga,Lucie Charlotte Magisteret al. NeSy 2023 - 17th International Workshop on Neural-Symbolic Learning and Reasoning, Jul 2023, Certosa di Pontignano, Siena, Italy. ⟨10.48550/arXiv.2304.14068⟩ Communication dans un congrès hal-04244373v1
Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving Rémy Sun,Diane Lingrand,Frédéric Precioso ICCV 2023 - 2023 IEEE/CVF International Conference on Computer Vision Workshops - 1st Workshop on Scene Graphs and Graph Representation Learning, Oct 2023, Paris, France. pp.71-80, ⟨10.1109/ICCVW60793.2023.00014⟩ Communication dans un congrès hal-04385182v1
Deep Concept Reasoning: Beyond the Accuracy-Interpretability Trade-Off Pietro Barbiero,Gabriele Ciravegna,Francesco Giannini,Mateo Espinosa Zarlenga,Lucie Charlotte Magisteret al. Workshop on Neuro-Explicit AI and Expert-informed Machine Learning for Engineering and Physical Sciences, of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML-PKDD) 2023, Sep 2023, Torino, Italy Communication dans un congrès hal-04244408v1
A Sea of Words: An In-Depth Analysis of Anchors for Text Data Gianluigi Lopardo,Frédéric Precioso,Damien Garreau International Conference on Artificial Intelligence and Statistics (AISTATS) 2023, Apr 2023, Valencia, Spain Communication dans un congrès hal-03696324v1
Another Point of View on Visual Speech Recognition Baptiste Pouthier,Laurent Pilati,Giacomo Valenti,Charles Bouveyron,Frédéric Precioso 24th INTERSPEECH Conference, Aug 2023, Dublin, Ireland. pp.4089-4093, ⟨10.21437/Interspeech.2023-969⟩ Communication dans un congrès hal-04250885v1
Generalised Mutual Information for Discriminative Clustering Louis Ohl,Pierre-Alexandre Mattei,Charles Bouveyron,Warith Harchaoui,Mickaël Leclercqet al. NeurIPS - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States Communication dans un congrès hal-03815229v1
Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario Stefano d'Angelo,Frédéric Precioso,Fabien Gandon IEEE ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. pp.4178-4182, ⟨10.1109/ICIP46576.2022.9897728⟩ Communication dans un congrès hal-03921565v1
Concept Embedding Models: Beyond the accuracy-explainability trade-off Mateo Espinosa Zarlenga,Pietro Barbiero,Frédéric Precioso,Gabriele Ciravegna,Giuseppe Marraet al. Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. pp.21400-21413 Communication dans un congrès hal-03854550v1
Evolvable SPL management with partial knowledge: an application to anomaly detection in time series Yassine El Amraoui,Mireille Blay-Fornarino,Philippe Collet,Frédéric Precioso,Julien Muller SPLC 2022 - 26th ACM International Systems and Software Product Line Conference, Sep 2022, Graz, Austria. pp.222-233, ⟨10.1145/3546932.3547008⟩ Communication dans un congrès hal-03811038v1
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion Baptiste Pouthier,Laurent Pilati,Leela Gudupudi,Charles Bouveyron,Frédéric Precioso Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2381-2385, ⟨10.21437/Interspeech.2021-80⟩ Communication dans un congrès hal-03345281v1
Hierarchical Multimodal Attention for Deep Video Summarization Melissa Sanabria,Frédéric Precioso,Thomas Menguy ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milan / Virtual, Italy. ⟨10.1109/ICPR48806.2021.9413097⟩ Communication dans un congrès hal-02964209v1
Hyperdeep : deep learning descriptif pour l'analyse de données textuelles Laurent Vanni,Marco Corneli,Dominique Longrée,Damon Mayaffre,Frédéric Precioso JADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France Communication dans un congrès hal-02926880v1
Du texte à l'intertexte. Le palimpseste Macron au révélateur de l'Intelligence artificielle Damon Mayaffre,Camille Bouzereau,Magali Guaresi,Frédéric Precioso,Laurent Vanni CMLF 2020 - 7ème Congrès mondiale de linguistique française, Jul 2020, Montpellier / Online, France Communication dans un congrès hal-02520224v1
TRACK: A Multi-Modal Deep Architecture for Head Motion Prediction in 360-Degree Videos Miguel Fabian Romero Rondon,Lucile Sassatelli,Ramon Aparicio-Pardo,Frédéric Precioso ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi / Virtual, United Arab Emirates Communication dans un congrès hal-02615980v1
Ensemble Clustering Based Semi-Supervised Learning for Revenue Accounting Workflow Management Tianshu Yang,Nicolas Pasquier,Frédéric Precioso DATA'2020 International Conference on Data Science, Technology and Applications (Acceptance Rate: 14%), Jul 2020, Paris, France. pp. 283-293, ⟨10.5220/0009883802830293⟩ Communication dans un congrès hal-02540832v1
A Unified Evaluation Framework for Head Motion Prediction Methods in 360° Videos Miguel Fabian Romero Rondon,Lucile Sassatelli,Ramon Aparicio-Pardo,Frédéric Precioso MMSys '20 - 11th ACM Multimedia Systems Conference, ACM, Jun 2020, Istanbul, Turkey. pp.279-284, ⟨10.1145/3339825.3394934⟩ Communication dans un congrès hal-02615979v1
DiagnoseNET: Automatic Framework to Scale Neural Networks on Heterogeneous Systems Applied to Medical Diagnosis John A García,Frédéric Precioso,Pascal Staccini,Michel Riveill ICITCS 2020 - 8th International Conference on IT Convergence and Security, Aug 2020, Nha Trang / Virtual, Vietnam. ⟨10.1007/978-981-15-9354-3_1⟩ Communication dans un congrès hal-02869960v1
User-Adaptive Rotational Snap-Cutting for Streamed 360° Videos Miguel Fabian Romero Rondon,Lucile Sassatelli,Ramon Aparicio-Pardo,Frédéric Precioso EUROGRAPHICS Workshop on Intelligent Cinematography and Editing, May 2020, Norrkoping, Sweden. ⟨10.2312/wiced.20201125⟩ Communication dans un congrès hal-02615978v1
Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets Tianshu Yang,Nicolas Pasquier,Antoine Hom,Laurent Dollé,Frédéric Precioso CIKM'2020 29th ACM International Conference on Information and Knowledge Management (Acceptance Rate: 18%), Oct 2020, Galway, Ireland. pp.3341-3344, ⟨10.1145/3340531.3417453⟩ Communication dans un congrès hal-02917863v1
Profiling Actions for Sport Video Summarization: An attention signal analysis Melissa Sanabria,Frederic Precioso,Thomas Menguy International Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland Communication dans un congrès hal-02910211v2
Analysing the Impact of Rationality on the Italian Electricity Market Sara Bevilacqua,Célia da Costa Pereira,Eric Guerci,Frédéric Precioso,Claudio Sartori Modeling Decisions for Artificial Intelligence (MDAI 2019), Sep 2019, Milan, Italy Communication dans un congrès hal-02294953v1
Deep Learning for Identification of Adverse Drug Reaction Relations Edson Florez,Frederic Precioso,Romaric Pighetti,Michel Riveill International Symposium on Signal Processing Systems, Beijing University of Posts and Telecommunications, Sep 2019, Beijing, France. pp.149-153, ⟨10.1145/3364908.3365295⟩ Communication dans un congrès hal-02498173v1
A Co-Evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market Célia da Costa Pereira,Sara Bevilacqua,Eric Guerci,Frédéric Precioso,Claudio Sartori PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Turin, Italy, October 28-31, 2019, Proceedings, Oct 2019, Turin, Italy. pp.235-250 Communication dans un congrès hal-03199500v1
When DevOps Meets Meta-Learning: A Portfolio to Rule them all Benjamin Benni,Mireille Blay-Fornarino,Sébastien Mosser,Frédéric Precioso,Günther Jungbluth 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Sep 2019, Munich, Germany. pp.605-612, ⟨10.1109/MODELS-C.2019.00092⟩ Communication dans un congrès hal-02403680v1
Scalability Analysis of Mini-Cluster Jetson TX2 for Training DNN Applied to Healthcare John Anderson John Anderson Garcia Henao Garcia Henao,Frédéric Precioso,Pascal Staccini,Michel Riveill NVIDIA GTC Europe 2018, Oct 2018, Munich, Germany Communication dans un congrès hal-01943618v1
Text Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis Laurent Vanni,Mélanie Ducoffe,Damon Mayaffre,Frédéric Precioso,Dominique Longréeet al. 56th Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, France Communication dans un congrès hal-01804310v1
Foveated Streaming of Virtual Reality Videos Miguel Fabian Romero Rondon,Lucile Sassatelli,Frédéric Precioso,Ramon Aparicio-Pardo ACM International Conference on Multimedia Systems (MMSys), Jun 2018, Amsterdam, Netherlands. ⟨10.1145/3204949.3208114⟩ Communication dans un congrès hal-01781324v1
An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis Lirone Samoun,Thomas Fisichella,Diane Lingrand,Lucas Malleus,Frederic Precioso ICIP 2018 25th IEEE International Conference on Image Processing, Oct 2018, Athens, France. pp.1043-1047, ⟨10.1109/ICIP.2018.8451546⟩ Communication dans un congrès hal-05173388v1
Named Entity Recognition using Neural Networks for Clinical Notes Edson Florez,Frédéric Precioso,Romaric Pighetti,Michel Riveill NLP Challenges for Detecting Medication and Adverse Drug Events from Electronic Health Records (MADE1.0), University of Massachusetts Lowell, Worcester, Amherst, May 2018, Massachusetts, United States. pp.7--15 Communication dans un congrès hal-01786995v1
Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation John Anderson John Anderson Garcia Henao Garcia Henao,Frédéric Precioso,Pascal Staccini,Michel Riveill LATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE, Sep 2018, Bucaramanga, Colombia. pp.3--17, ⟨10.1007/978-3-030-16205-4⟩ Communication dans un congrès hal-01885364v1
SINGLETS: Multi-Resolution Motion Singularities for Soccer Video Abstraction Katy Blanc,Diane Lingrand,Frédéric Precioso Workshop CVsports (in conjunction with CVPR), Jul 2017, Honolulu (Hawaii), United States Communication dans un congrès hal-01540342v1
Handling noisy labels in gaze-based CBIR system Stéphanie Lopez,Arnaud Revel,Diane Lingrand,Frédéric Precioso Advanced Concepts for Intelligent Vision Systems (ACIVS),, Sep 2017, Antwerpen, Belgium Communication dans un congrès hal-01635028v1
KPPF: Keypoint-based Point-Pair-Feature for scalable automatic global registration of large RGB-D scans Lucas Malleus,Thomas Fisichella,Diane Lingrand,Frédéric Precioso,Nicholas Groset al. Workshop on Multiview Relationships in 3D Data (MVR3D, ICCV workshop), Oct 2017, Venice, Italy Communication dans un congrès hal-01635013v1
Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis A. Aly Halim,Michel Riveill,Christel Dartigues-Pallez,Frédéric Precioso,Abderrahim Benslimaneet al. International Conference on Image Processing (ICIP´2016), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532918⟩ Communication dans un congrès hal-01484111v1
Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem Atheer Al-Najdi,Nicolas Pasquier,Frédéric Precioso International Conference on Software Engineering & Knowledge Engineering, KSI Research Inc., Jul 2016, Redwood City, United States. pp.454-461, ⟨10.18293/SEKE2016-117⟩ Communication dans un congrès hal-01330079v1
Catching Relevance in One Glimpse: Food or Not Food? Stéphanie Lopez,Arnaud Revel,Diane Lingrand,Frédéric Precioso,Valériane Dusaucyet al. ACM Advances in Visual Interfaces (AVI), Jun 2016, Bari, Italy. pp.324-325, ⟨10.1145/2909132.2926078⟩ Communication dans un congrès hal-01330873v1
Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution Cécile Camillieri,Luca Parisi,Mireille Blay-Fornarino,Frédéric Precioso,Michel Riveillet al. 10th Workshop on Models and Evolution co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), Oct 2016, Saint Malo, France Communication dans un congrès hal-01484050v1
Interactive generic learning method (IGLM) Ameni Bouaziz,Célia da Costa Pereira,Christel Dartigues Pallez,Frédéric Precioso 31st Annual ACM Symposium on Applied Computing, Apr 2016, Pisa, Italy. ⟨10.1145/2851613.2851646⟩ Communication dans un congrès hal-01330098v1
Machine Learning under the light of Phraseology expertise: use case of presidential speeches, De Gaulle -Hollande (1958-2016) Mélanie Ducoffe,Damon Mayaffre,Frédéric Precioso,Frédéric Lavigne,Laurent Vanniet al. JADT 2016 - Statistical Analysis of Textual Data, Damon Mayaffre; Céline Poudat; Laurent Vanni; Véronique Magri; Peter Follette; Caroline Daire, Jun 2016, Nice, France. pp.157-168 Communication dans un congrès hal-01343209v2
Frequent Closed Patterns Based Multiple Consensus Clustering Atheer Al-Najdi,Nicolas Pasquier,Frédéric Precioso International Conference on Artificial Intelligence and Soft Computing, Jun 2016, Zakopane, Poland. pp.14-26, ⟨10.1007/978-3-319-39384-1_2⟩ Communication dans un congrès hal-01329545v1
Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns Atheer Al-Najdi,Nicolas Pasquier,Frédéric Precioso Machine Learning and Data Mining in Pattern Recognition, Jul 2016, New York, United States. pp.790-804, ⟨10.1007/978-3-319-41920-6⟩ Communication dans un congrès hal-01330216v1
Comparative Study of Recent Multimodal Evolutionary Algorithms R. Pighetti,Denis Pallez,Frédéric Precioso Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.837-844, ⟨10.1109/SSCI.2015.124⟩ Communication dans un congrès hal-01322764v1
RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASET Xin Wang,Devinder Kumar,Nicolas Thome,Matthieu Cord,Frederic Precioso IEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Jun 2015, Turin, Italy. ⟨10.1109/ICMEW.2015.7169757⟩ Communication dans un congrès hal-01196959v1
Processus moteurs en mémoire à court terme verbale: Une analyse par électromyographie laryngée Fabien Mathy,Frédéric Precioso,Tobias Scheer Journée de l'axe MTC-NSC, 2015, Université Nice Sophia antipolis, Nice, France Communication dans un congrès hal-01359322v1
Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH R. Pighetti,Denis Pallez,Frédéric Precioso Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.1383-1390, ⟨10.1109/SSCI.2015.197⟩ Communication dans un congrès hal-01322765v1
One gaze is worth ten thousand (key-)words Stéphanie Lopez,Arnaud Revel,Diane Lingrand,Frédéric Precioso IEEE International Conference on Image Processing (ICIP), 2015, Sep 2015, Québec, Canada. pp.3150--3154 ⟨10.1109/ICIP.2015.7351384⟩ Communication dans un congrès hal-01323204v1
Statistical Region-Based Active Contour Using Optimization of Alpha-Divergence Family For Image Segmentation Leila Meziou,Aymeric Histace,Frédéric Precioso 21 st International Conference on Image Processing, Oct 2014, Paris, France. pp.6066- 6070, ⟨10.1109/ICIP.2014.7026224⟩ Communication dans un congrès hal-01005522v1
Fish Species Recognition from Video using SVM Classifier Katy Blanc,Diane Lingrand,Frédéric Precioso ACM Workshop on Multimedia Analysis for Ecological Data in conjunction with ACM Multimedia, Nov 2014, Orlando, United States. ⟨10.1145/2661821.2661827⟩ Communication dans un congrès hal-01323227v1
Short Text Classification Using Semantic Random Forest Ameni Bouaziz,Christel Dartigues-Pallez,Célia da Costa Pereira,Frédéric Precioso,Patrick Lloret Data Warehousing and Knowledge Discovery, Sep 2014, Munich, Germany. ⟨10.1007/978-3-319-10160-6_26⟩ Communication dans un congrès hal-01325212v1
Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de Polynômes Romain Negrel,Virgínia Fernandes Mota,Philippe-Henri Gosselin,Marcelo Bernardes Vieira,Frederic Precioso RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France Communication dans un congrès hal-00656527v1
Suivi 3D Monoculaire pour un Système de Vidéosurveillance à l'aide d'un Modèle de Mouvement et un Modèle d'Apparence Mourad Boufarguine,Nicolas Thome,Vincent Guitteny,Frédéric Precioso RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France Communication dans un congrès hal-00660973v1
Fractional Entropy Based Active Contour Segmentation of Cell Nuclei in Actin-Tagged Confocal Microscopy Images Leila Meziou,Aymeric Histace,Frédéric Precioso,Bogdan Matuszewski,Franck Carreiras Conference on Medical Image Understanding and Analysis, Jul 2012, Swansea, United Kingdom. pp.117-123 Communication dans un congrès hal-00704853v1
3D Confocal Microscopy data analysis using level-set segmentation with alpha-divergence similarity measure Leila Meziou,Aymeric Histace,Frédéric Precioso,Bogdan Matuszewski,Franck Carreiras International Conference on Computer Vision Theory and Applications, Feb 2012, Rome, Italy. pp.861-864 Communication dans un congrès hal-00656689v1
Boosting Kernel Combination for multi-class image categorization Alexis Lechervy,Philippe-Henri Gosselin,Frédéric Precioso 2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4 Communication dans un congrès hal-00753156v1
Linear kernel combination using boosting Alexis Lechervy,Philippe-Henri Gosselin,Frédéric Precioso European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6 Communication dans un congrès hal-00753155v1
A tensor based on optical flow for global description of motion in videos Virginia Fernandes Mota,Eder de Almeida Perez,Marcelo Bernardes Vieira,Silva Maciel Luiz Maurílio Da,Frédéric Preciosoet al. SIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4 Communication dans un congrès hal-00753159v1
Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM R. Pighetti,Denis Pallez,Frédéric Precioso Pattern Recognition (ICPR), 2012 21st International Conference on, 2012, Unknown, Unknown Region. pp.2849-2852 Communication dans un congrès hal-01322768v1
Alpha-divergence maximization for statistical region based active contour segmentation with non-parametric PDF estimations Leila Meziou,Aymeric Histace,Frédéric Precioso International Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.861-864 Communication dans un congrès hal-00672258v1
Confocal Microscopy Segmentation Using Active Contour Based on Alpha-Divergence Leila Meziou,Aymeric Histace,Frédéric Precioso,Bogdan Matuszewski,Mark Murphy IEEE ICIP 2011, Sep 2011, Bruxelles, Belgium. pp. 3077-3080 Communication dans un congrès hal-00592551v1
Text Detection and Recognition in Urban Scenes Rodrigo Minetto,Nicolas Thome,Matthieu Cord,Jorge Stolfi,Frédéric Preciosoet al. International Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Nov 2011, Barcelona, Spain. pp.227-234, ⟨10.1109/ICCVW.2011.6130247⟩ Communication dans un congrès hal-01286100v1
Efficient bag-of-feature kernel representation for image similarity search Frédéric Precioso,Matthieu Cord,David Gorisse,Nicolas Thome ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.109-112, ⟨10.1109/ICIP.2011.6115618⟩ Communication dans un congrès hal-00773095v1
Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation Yan Zhang,Bogdan Matuszewski,Aymeric Histace,Frédéric Precioso Computer Analysis of Images and Patterns, Aug 2011, Sevilla, Spain. pp.51-58 Communication dans un congrès hal-00624357v1
MRI segmentation using histogram based active contour method: application to prostate MR image analysis Leila Meziou,Aymeric Histace,Frédéric Precioso,Bogdan Matuszewski CARS 2011 - 25th International Congress and Exhibition on Computer Assisted Radiology and Surgery, Jun 2011, Berlin, Germany. pp.S50-S51 Communication dans un congrès hal-00567121v1
Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy Images Bogdan Matuszewski,Mark Murphy,David R. Burton,Tom Marchant,Christopher Mooreet al. ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.3081-3084, ⟨10.1109/ICIP.2011.6116316⟩ Communication dans un congrès hal-00592548v1
IRIM at TRECVID 2011: Semantic Indexing and Instance Search Bertrand Delezoide,Frédéric Precioso,Philippe-Henri Gosselin,Miriam Redi,Bernard Merialdoet al. TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00677651v1
Alpha-divergences pour la segmentation par contours actifs basés histogramme : application à la segmentation d'images cellulaires en microscopie confocale tridimensionnelle Leila Meziou,Aymeric Histace,Frédéric Precioso,Bogdan Matuszewski GRETSI'11, Sep 2011, Bordeaux, France Communication dans un congrès hal-00594897v1
Boundary Delineation in Prostate Imaging using Active Contour Segmentation Method with Interactively Defined Object Regions Yan Zhang,Bogdan Matuszewski,Aymeric Histace,Frédéric Precioso,J. Killgalonet al. MICCAI (Workshop on Prostate Cancer Imaging), Sep 2010, Beijing, China. pp.131-142 Communication dans un congrès hal-00527645v1
STTK-based Video Object Recognition Shuji Zhao,Frédéric Precioso,Matthieu Cord ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3873-3876, ⟨10.1109/ICIP.2010.5651177⟩ Communication dans un congrès hal-00773037v1
IRIM at TRECVID2009: High Level Feature Extraction Bertrand Delezoide,Hervé Le Borgne,Pierre-Alain Moëllic,David Gorisse,Frédéric Preciosoet al. TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States Communication dans un congrès hal-00468199v1
Virtu4D: a Real-time Virtualization of Reality Mourad Boufarguine,Malek Baklouti,Frédéric Precioso,Vincent Guitteny International Symposium on 3D Data Processing Visualization and Transmission (3DPVT '10), May 2010, Paris, France. 8 p Communication dans un congrès hal-00773570v1
IRIM at TRECVID 2010: Semantic Indexing and Instance Search David Gorisse,Frédéric Precioso,Philippe-Henri Gosselin,Lionel Granjon,Denis Pellerinet al. TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States Communication dans un congrès hal-00591099v1
IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search David Gorisse,Frédéric Precioso,Philippe Gosselin,Lionel Granjon,Denis Pellerinet al. TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States Communication dans un congrès hal-00953839v1
Scalable active learning strategy for object category retrieval David Gorisse,Matthieu Cord,Frédéric Precioso ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1013-1016, ⟨10.1109/ICIP.2010.5653635⟩ Communication dans un congrès hal-00773563v1
Boosting actif pour la recherche interactive d'images Alexis Lechervy,Philippe-Henri Gosselin,Frédéric Precioso Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1 Communication dans un congrès hal-00520319v1
Active Boosting for interactive object retrieval. Alexis Lechervy,Philippe-Henri Gosselin,Frédéric Precioso International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 Communication dans un congrès hal-00520294v1
Windows and Facades Retrieval using Similarity on Graph of Contours Jean-Emmanuel Haugeard,Sylvie Philipp-Foliguet,Frédéric Precioso IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt Communication dans un congrès hal-00536261v1
Spatio-temporal Tube Kernel for Actor Retrieval Shuji Zhao,Frédéric Precioso,Matthieu Cord 16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1885-1888, ⟨10.1109/ICIP.2009.5413540⟩ Communication dans un congrès hal-00773044v1
Accurate Face Detection for Privacy in Street-view Mapping Applications Combining Face Boosting, Body Boosting and Skin Tone Detectors Alexandre Devaux,Frédéric Precioso,Nicolas Paparoditis,Bertrand Cannelle IAPR Conference on Machine Vision Applications (MVA), May 2009, Yokohama, Japan. 4 p Communication dans un congrès hal-00773566v1
Segmentation des muscles oculomoteurs en IRM cérébro-orbitaire pour l'aide au diagnostic de l'exophtalmie Marine Breuilly,Aymeric Histace,Christophe Portefaix,Bogdan Matuszewski,Frédéric Precioso GRETSI'09, Sep 2009, Dijon, France. http://hdl.handle.net/2042/29110 Communication dans un congrès hal-00475242v1
Optimization on active learning strategy for object category retrieval David Gorisse,Matthieu Cord,Frédéric Precioso 16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1873-1876, ⟨10.1109/ICIP.2009.5413554⟩ Communication dans un congrès hal-00773561v1
Extraction of Windows in facade using Kernel on Graph of Contours Jean-Emmanuel Haugeard,Sylvie Philipp-Foliguet,Frédéric Precioso,Justine Lebrun 16th Scandinavian Conference on Image Analysis, Jun 2009, Oslo, Norway. pp.646--656 Communication dans un congrès hal-00534841v1
Summarization Scheme Based on Near-Duplicate Analysis David Gorisse,Frédéric Precioso,Sylvie Philipp-Foliguet,Matthieu Cord TVS 2008 - 2nd ACM TRECVid Video Summarization Workshop, Oct 2008, Vancouver, Canada. pp.50-54, ⟨10.1145/1463563.1463571⟩ Communication dans un congrès hal-00773552v1
An interactive video content-based retrieval system Guillermo Cámara-Chávez,Frédéric Precioso,Matthieu Cord,Sylvie Philipp-Foliguet,Arnaldo de Albuquerque Araújo International Conference on Systems, Signals and Image Processing, Jun 2008, Bratislava, Slovakia. pp.133-136, ⟨10.1109/IWSSIP.2008.4604385⟩ Communication dans un congrès hal-01301582v1
Actor retrieval system based on kernels on bags of bags Shuji Zhao,Frédéric Precioso,Matthieu Cord,Sylvie Philipp-Foliguet EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1-6 Communication dans un congrès hal-00773073v1
Fast Approximate Kernel-Based Similarity Search for Image Retrieval Task David Gorisse,Matthieu Cord,Frédéric Precioso,Sylvie Philipp-Foliguet ICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa, Florida, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761225⟩ Communication dans un congrès hal-00773556v1
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion Georges Quénot,Jenny Benois-Pineau,Boris Mansencal,Eliana Rossi,Matthieu Cordet al. TRECVID BBC Rushes Summarization Workshop at ACM Multimedia'08, Oct 2008, Vancouver, BC, Canada. pp.80-84, ⟨10.1145/1463563.1463577⟩ Communication dans un congrès hal-00347902v1
3D Content-Based Retrieval in Artwork Databases David Gorisse,Matthieu Cord,Michel Jordan,Sylvie Philipp-Foliguet,Frédéric Precioso 3DTV Conference, May 2007, Kos Island, Greece. pp.1-4, ⟨10.1109/3DTV.2007.4379434⟩ Communication dans un congrès hal-00351637v1
RETIN: a smart interactive digital media retrieval system Julien Gony,Matthieu Cord,Sylvie Philipp-Foliguet,Philippe-Henri Gosselin,Frédéric Preciosoet al. ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96 Communication dans un congrès hal-00753148v1

Poster de conférence (1)

Semi-Supervised Consensus Clustering Based on Frequent Closed Itemsets Tianshu Yang,Nicolas Pasquier,Frédéric Precioso PhD Track of the IDA'2020 18th International Symposium on Intelligent Data Analysis (Track cancelled due to the COVID-19 pandemic), Apr 2020, Bodenseeforum, Germany Poster de conférence hal-02540836v1

Ouvrages (1)

Visual Indexing and Retrieval Jenny Benois-Pineau,Frédéric Precioso,Matthieu Cord Springer, pp.115, 2012, 1461435870, 9781461435877 Ouvrages hal-00695914v1

Chapitre d'ouvrage (7)

Deep learning et description des textes. Architecture méthodologique Laurent Vanni,Frédéric Precioso L’intelligence artificielle des textes, Champion, pp.15 - 72, 2021 Chapitre d'ouvrage hal-03230830v1
Key Passages : From statistics to Deep Learning Laurent Vanni,Marco Corneli,Dominique Longrée,Damon Mayaffre,Frédéric Precioso Domenica Fioredistella Iezzi; Damon Mayaffre; Michelangelo Misuraca. Text Analytics. Advances and Challenges, Springer, pp.41-54, 2020, 978-3-030-52679-5. ⟨10.1007/978-3-030-52680-1_4⟩ Chapitre d'ouvrage hal-03099658v1
Visualizing ECG Contribution into Convolutional Neural Network Classification Yaowei Li,Frédéric Precioso,Chengyu Liu Feature Engineering and Computational Intelligence in ECG Monitoring, Springer Singapore, pp.157-174, 2020, ⟨10.1007/978-981-15-3824-7_9⟩ Chapitre d'ouvrage hal-03132410v1
Analysing the Impact of Rationality on the Italian Electricity Market Sara Bevilacqua,Célia da Costa Pereira,Eric Guerci,Frédéric Precioso,Claudio Sartori Modeling Decisions for Artificial Intelligence (MDAI 2019), Lecture Notes in Computer Science book series, pp.236-247, 2019, ⟨10.1007/978-3-030-26773-5_21⟩ Chapitre d'ouvrage halshs-02348101v1
Introducing Semantics in Short Text Classification Ameni Bouaziz,Célia da Costa Pereira,Christel Dartigues-Pallez,Frédéric Precioso Computational Linguistics and Intelligent Text Processing, 9624, pp.433 - 445, 2018, Computational Linguistics and Intelligent Text Processing 17th International Conference, CICLing 2016, Konya, Turkey, April 3–9, 2016, Revised Selected Papers, Part II, 978-3-319-75486-4. ⟨10.1007/978-3-319-75487-1_34⟩ Chapitre d'ouvrage hal-03625724v1
Les mots des candidats, de « allons » à « vertu » Damon Mayaffre,Camille Bouzereau,Mélanie Ducoffe,Magali Guaresi,Frédéric Preciosoet al. Pascal Perrineau. Le vote disruptif. Les élections présidentielle et législatives de 2017, Presses SciencesPo, pp.129-152, 2017 Chapitre d'ouvrage hal-01635941v1
Visual Feature extraction and description Khalifa Djemal,Jean-Pierre Cocquerez,Frédéric Precioso Benois-Pineau Jenny and Precioso Frédéric and Cord Matthieu. Visual Indexing and Retrieval, Springer, pp.5--20, 2012, ⟨10.1007/978-1-4614-3588-4_2⟩ Chapitre d'ouvrage hal-00765379v1

Brevet (1)

Clustering Techniques for Revenue Accounting Error-Handling Automation Tianshu Yang,Nicolas Pasquier,Frédéric Precioso,Antoine Hom,Laurent Dollé France, Patent n° : ID2326WW00. 2020 Brevet hal-02926737v1

Pré-publication, Document de travail (13)

Leveraging Computer Vision for Efficient and Scalable Biodiversity Monitoring in Marine Ecosystems: A Multi-Year Study on 3 Ecologically Important Fishes Bürgi Kilian,Sun Rémy,Bonnaud Elsa,Bouveyron Charles,Diane Lingrandet al. 2026 Pré-publication, Document de travail hal-05527169v1
Leveraging Multimodal Explanatory Annotations For Video Interpretation With Modality Specific Dataset Elisa Ancarani,Julie Tores,Lucile Sassatelli,Rémy Sun,Hui-Yin Wuet al. 2026 Pré-publication, Document de travail hal-05462522v1
MObyGaze: a film dataset of multimodal objectification densely annotated by experts Julie Tores,Elisa Ancarani,Lucile Sassatelli,Hui-Yin Wu,Clement Bergmanet al. 2026 Pré-publication, Document de travail hal-05462496v1
scMusketeers: Addressing imbalanced cell type annotation and batch effect reduction with a modular autoencoder Antoine Collin,Simon Pelletier,Morgane Fierville,Arnaud Droit,Frédéric Preciosoet al. 2024 Pré-publication, Document de travail hal-05407528v1
Layerwise Early Stopping for Test Time Adaptation Sabyasachi Sahoo,Mostafa Elaraby,Jonas Ngnawe,Yann Pequignot,Frédéric Preciosoet al. 2024 Pré-publication, Document de travail hal-04533467v1
Kernel KMeans clustering splits for end-to-end unsupervised decision trees Louis Ohl,Pierre-Alexandre Mattei,Mickaël Leclercq,Arnaud Droit,Frédéric Precioso 2024 Pré-publication, Document de travail hal-04504344v1
Understanding Post-hoc Explainers: The Case of Anchors Gianluigi Lopardo,Frédéric Precioso,Damien Garreau 2023 Pré-publication, Document de travail hal-04038665v1
Sparse GEMINI for joint discriminative clustering and feature selection Louis Ohl,Pierre-Alexandre Mattei,Charles Bouveyron,Mickaël Leclercq,Arnaud Droitet al. 2023 Pré-publication, Document de travail hal-04195208v1
Faithful and Robust Local Interpretability for Textual Predictions Gianluigi Lopardo,Frédéric Precioso,Damien Garreau 2024 Pré-publication, Document de travail hal-04394149v1
Generalised Mutual Information: a Framework for Discriminative Clustering Louis Ohl,Pierre-Alexandre Mattei,Charles Bouveyron,Warith Harchaoui,Mickaël Leclercqet al. 2023 Pré-publication, Document de travail hal-04198445v1
Knowledge-driven active learning Gabriele Ciravegna,Frédéric Precioso,Marco Gori 2022 Pré-publication, Document de travail hal-03526510v1
A Multi-stage deep architecture for summary generation of soccer videos Melissa Sanabria,Thomas Menguy,Frédéric Precioso,Pierre-Alexandre Mattei 2022 Pré-publication, Document de travail hal-03662328v1
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture Laurent Vanni,Marco Corneli,Damon Mayaffre,Frédéric Precioso 2021 Pré-publication, Document de travail hal-03142170v1

Rapport (2)

MultiCons: Multiple Consensus Clustering Method Using Frequent Closed Pattern Mining Atheer Al-Najdi,Nicolas Pasquier,Frédéric Precioso [Research Report] Laboratoire d'Informatique, Signaux et Systèmes de Sophia-Antipolis I3S - UMR7271 - UNS CNRS. 2015 Rapport (rapport de recherche) hal-01245704v1
Alpha-divergences pour la segmentation d'images par contours actifs basés histogrammes : Application à l'analyse d'images médicales et biomédicales Leila Meziou,Aymeric Histace,Frédéric Precioso 2012 Rapport hal-00732364v1

Thèse (1)

Contours actifs paramétriques pour la segmentation d'images et vidéos Frédéric Precioso Interface homme-machine [cs.HC]. Université Nice Sophia Antipolis, 2004. Français. ⟨NNT : ⟩ Thèse tel-00327411v1