Frédéric Precioso

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 80

Top Venues

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. Stat. Comput. 34 (5) (2024)
Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. CoRR (2024)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Attention Meets Post-hoc Interpretability: A Mathematical Perspective. CoRR (2024)
Julie Tores, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais
Visual Objectification in Films: Towards a New AI Task for Video Interpretation. CoRR (2024)
Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Kernel KMeans clustering splits for end-to-end unsupervised decision trees. CoRR (2024)
Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Christian Gagné
Layerwise Early Stopping for Test Time Adaptation. CoRR (2024)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. CoRR (2023)
Yann Brault, Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Florent Jaillet, Frédéric Precioso
Taming the Diversity of Computational Notebooks. SPLC (A) (2023)
Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso
Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data. CoRR (2023)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. AISTATS (2023)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Understanding Post-hoc Explainers: The Case of Anchors. CoRR (2023)
Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori
Knowledge-Driven Active Learning. ECML/PKDD (1) (2023)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Faithful and Robust Local Interpretability for Textual Predictions. CoRR (2023)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. ICML (2023)
Fanny Simões, Charles Bouveyron, Frédéric Precioso
DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning. Ecol. Informatics 75 (2023)
Rémy Sun, Diane Lingrand, Frédéric Precioso
Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving. ICCV (Workshops) (2023)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. NeSy (2023)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. CoRR (2023)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information: a Framework for Discriminative Clustering. CoRR (2023)
Baptiste Pouthier, Laurent Pilati, Giacomo Valenti, Charles Bouveyron, Frédéric Precioso
Another Point of View on Visual Speech Recognition. INTERSPEECH (2023)
Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. AI*IA (2023)
Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy
A Multi-stage deep architecture for summary generation of soccer videos. CoRR (2022)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information for Discriminative Clustering. CoRR (2022)
Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
Generalised Mutual Information for Discriminative Clustering. NeurIPS (2022)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. CoRR (2022)
Stefano D'Angelo, Frédéric Precioso, Fabien Gandon
Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario. ICIP (2022)
Anna Bobasheva, Fabien Gandon, Frédéric Precioso
Learning and Reasoning for Cultural Metadata Quality: Coupling Symbolic AI and Machine Learning over a Semantic Web Knowledge Graph to Support Museum Curators in Improving the Quality of Cultural Metadata and Information Retrieval. ACM Journal on Computing and Cultural Heritage 15 (3) (2022)
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik
Concept Embedding Models. CoRR (2022)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
SMACE: A New Method for the Interpretability of Composite Decision Systems. ECML/PKDD (1) (2022)
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. NeurIPS (2022)
Tianshu Yang, Nicolas Pasquier, Frédéric Precioso
Semi-supervised consensus clustering based on closed patterns. Knowl. Based Syst. 235 (2022)
Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Frédéric Precioso, Julien Muller
Evolvable SPL management with partial knowledge: an application to anomaly detection in time series. SPLC (A) (2022)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
TRACK: A New Method From a Re-Examination of Deep Architectures for Head Motion Prediction in 360${}^{\circ }$∘ Videos. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. Interspeech (2021)
Gabriele Ciravegna, Frédéric Precioso, Marco Gori
Knowledge-driven Active Learning. CoRR (2021)
Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion. CoRR (2021)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
SMACE: A New Method for the Interpretability of Composite Decision Systems. CoRR (2021)
Melissa Sanabria, Frédéric Precioso, Thomas Menguy
Profiling Actions for Sport Video Summarization: An attention signal analysis. MMSP (2020)
Tianshu Yang, Nicolas Pasquier, Frédéric Precioso
Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management. DATA (2020)
Melissa Sanabria, Frédéric Precioso, Thomas Menguy
Hierarchical Multimodal Attention for Deep Video Summarization. ICPR (2020)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
Videos. ICIP (2020)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
User-Adaptive Rotational Snap-Cutting for Streamed 360º Videos. WICED@Eurographics/EuroVis (2020)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
A unified evaluation framework for head motion prediction methods in 360° videos. MMSys (2020)
Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. CoRR (2020)
Tianshu Yang, Nicolas Pasquier, Antoine Hom, Laurent Dollé, Frédéric Precioso
Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets. CIKM (2020)
Souad Chaabouni, Frédéric Precioso
Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator. ACM Multimedia (2019)
Célia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frédéric Precioso, Claudio Sartori
A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market. PRIMA (2019)
Edson Flórez, Frédéric Precioso, Romaric Pighetti, Michel Riveill
Deep Learning for Identification of Adverse Drug Reaction Relations. SSPS (2019)
Weilin Zhou, Frédéric Precioso
Adaptive Bayesian Linear Regression for Automated Machine Learning. CoRR (2019)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
Revisiting Deep Architectures for Head Motion Prediction in 360° Videos. CoRR (2019)
Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori
Analysing the Impact of Rationality on the Italian Electricity Market. MDAI (2019)
Melissa Sanabria, Sherly, Frédéric Precioso, Thomas Menguy
A Deep Architecture for Multimodal Summarization of Soccer Games. MMSports@MM (2019)
Katy Blanc, Diane Lingrand, Antonio Paladini, Luca Coviello, Dane Mitrev, Emily Söhler, Leonardo Guzman, Frédéric Precioso
Analysis of temporal alignment for Video Classification. FG (2019)
Melanie Ducoffe, Frédéric Precioso
Adversarial Active Learning for Deep Networks: a Margin Based Approach. CoRR (2018)
Lirone Samoun, Thomas Fisichella, Diane Lingrand, Lucas Malleus, Frédéric Precioso
An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis. ICIP (2018)
John Anderson García Heano, Frédéric Precioso, Pascal Staccini, Michel Riveill
Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. CARLA (2018)
Edson Flórez, Frédéric Precioso, Michel Riveill, Romaric Pighetti
Named Entity Recognition using Neural Networks for Clinical Notes. Medication and Adverse Drug Event Detection (2018)
Miguel Fabián Romero Rondón, Lucile Sassatelli, Frédéric Precioso, Ramon Aparicio-Pardo
Foveated streaming of virtual reality videos. MMSys (2018)
Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frédéric Precioso, Damon Mayaffre
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. ACL (1) (2018)
Katy Blanc, Diane Lingrand, Frédéric Precioso
Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction. CVPR Workshops (2017)
Lucas Malleus, Thomas Fisichella, Diane Lingrand, Frédéric Precioso, N. Gros, Y. Noutary, L. Robert, Lirone Samoun
KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans. ICCV Workshops (2017)
Mohamed Limam, Frédéric Precioso
AF Detection and ECG Classification based on Convolutional Recurrent Neural Network. CinC (2017)
Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso
Handling Noisy Labels in Gaze-Based CBIR System. ACIVS (2017)
Melanie Ducoffe, Frédéric Precioso
Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee. ESANN (2017)
Concetto Spampinato, Simone Palazzo, Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin, Katy Blanc, Diane Lingrand, Frédéric Precioso
Fine-grained object recognition in underwater visual data. Multim. Tools Appl. 75 (3) (2016)
Cécile Camillieri, Luca Parisi, Mireille Blay-Fornarino, Frédéric Precioso, Michel Riveill, Joël Cancela Vaz
Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. ME@MoDELS (2016)
Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso, V. Dusaucy, A. Giboin
Catching Relevance in One Glimpse: Food or Not Food? AVI (2016)
Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso
Interactive generic learning method (IGLM): a new approach to interactive short text classification. SAC (2016)
Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns. MLDM (2016)
Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
Using Closed Patterns to Solve the Consensus Clustering Problem. Int. J. Softw. Eng. Knowl. Eng. 26 (9-10) (2016)
Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
Frequent Closed Patterns Based Multiple Consensus Clustering. ICAISC (2) (2016)
A. Aly Halim, Christel Dartigues-Pallez, Frédéric Precioso, Michel Riveill, Abderrahim Benslimane, Salma A. Ghoneim
Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. ICIP (2016)
Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. SEKE (2016)
Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso
Introducing Semantics in Short Text Classification. CICLing (2) (2016)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20 (1) (2015)
Romaric Pighetti, Denis Pallez, Frédéric Precioso
Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH. SSCI (2015)
Romaric Pighetti, Denis Pallez, Frédéric Precioso
Comparative Study of Recent Multimodal Evolutionary Algorithms. SSCI (2015)
Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso
One gaze is worth ten thousand (key-)words. ICIP (2015)
Melanie Ducoffe, Frédéric Precioso
QBDC: Query by dropout committee for training deep supervised architecture. CoRR (2015)
Xin Wang, Devinder Kumar, Nicolas Thome, Matthieu Cord, Frédéric Precioso
Recipe recognition with large multimodal food dataset. ICME Workshops (2015)
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim
Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR (2014)
Mohamed Issolah, Diane Lingrand, Frédéric Precioso
Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge. CLEF (Working Notes) (2014)
Ameni Bouaziz, Christel Dartigues-Pallez, Célia da Costa Pereira, Frédéric Precioso, Patrick Lloret
Short Text Classification Using Semantic Random Forest. DaWaK (2014)
Leila Meziou, Aymeric Histace, Frédéric Precioso
Statistical region-based active contour using optimization of alpha-divergence family for image segmentation. ICIP (2014)
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
Boosted kernel for image categorization. Multim. Tools Appl. 69 (2) (2014)
Katy Blanc, Diane Lingrand, Frédéric Precioso
Fish Species Recognition from Video using SVM Classifier. MAED@MM (2014)
Katy Blanc, Diane Lingrand, Frédéric Precioso
Fish Species Recognition from Video using SVM Classifier. CLEF (Working Notes) (2014)
Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, Bertrand Granado, Bogdan J. Matuszewski
Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection. Int. J. Biomed. Imaging 2014 (2014)
Mohamed Issolah, Diane Lingrand, Frédéric Precioso
SIFT, BoW Architecture and one-against-all Support Vector Machine. CLEF (Working Notes) (2013)
Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso
Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation. J. Math. Imaging Vis. 47 (1-2) (2013)
Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Florez-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17 (8) (2013)
Leila Meziou, Aymeric Histace, Frédéric Precioso
Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations. ICASSP (2012)
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
Linear kernel combination using boosting. ESANN (2012)
David Gorisse, Matthieu Cord, Frédéric Precioso
Locality-Sensitive Hashing for Chi2 Distance. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Franck Carreiras
3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure. VISAPP (1) (2012)
Virgínia Fernandes Mota, Eder de Almeida Perez, Marcelo Bernardes Vieira, Luiz Maurilio Maciel, Frédéric Precioso, Philippe Henri Gosselin
A Tensor Based on Optical Flow for Global Description of Motion in Videos. SIBGRAPI (2012)
Romaric Pighetti, Denis Pallez, Frédéric Precioso
Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. ICPR (2012)
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
Boosting kernel combination for multi-class image categorization. ICIP (2012)
Bogdan J. Matuszewski, Mark F. Murphy, David R. Burton, Tom E. Marchant, Christopher J. Moore, Aymeric Histace, Frédéric Precioso
Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images. ICIP (2011)
Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Mark F. Murphy
Confocal microscopy segmentation using active contour based on (α)-divergence. ICIP (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frédéric Precioso