B-spline active contours for fast video segmentation. - Frédéric Precioso; Michel Barlaud (ICIP (2), 2001)

Regular spatial B-spline active contour for fast video segmentation. - Frédéric Precioso; Michel Barlaud (ICIP (2), 2002)

B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation. - Frédéric Precioso; Michel Barlaud (EURASIP J. Adv. Signal Process., 2002)

Smoothing B-spline active contour for fast and robust image and video segmentation. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (ICIP (1), 2003)

Contours actifs paramétriques pour la segmentationd'images et vidéos. (Parametric active contours for image and video segmentation). - Frédéric Precioso (2004)

A genetic algorithm-based approach to knowledge-assisted video analysis. - Nikola Voisine; Stamatia Dasiopoulou; Frédéric Precioso; Vasileios Mezaris; Ioannis Kompatsiaris; Michael G. Strintzis (ICIP (3), 2005)

Using a Multimedia Ontology Infrastructure for Semantic Annotation of Multimedia Content. - Thanos Athanasiadis; Vassilis Tzouvaras; Kosmas Petridis; Frédéric Precioso; Yannis Avrithis; Yiannis Kompatsiaris (SemAnnot@ISWC, 2005)

Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2005)

Robust scene cut detection by supervised learning. - Guillermo Cámara Chávez; Matthieu Cord; Sylvie Philipp-Foliguet; Frédéric Precioso; Arnaldo de Albuquerque Araújo (EUSIPCO, 2006)

Video Segmentation by Supervised Learning. - Guillermo Cámara Chávez; Matthieu Cord; Frédéric Precioso; Sylvie Philipp-Foliguet; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2006)

Shot Boundary Detection at TRECVID 2006. - Guillermo Cámara Chávez; Frédéric Precioso; Matthieu Cord; Sylvie Philipp-Foliguet; Arnaldo de Albuquerque Araújo (TRECVID, 2006)

RETIN: a smart interactive digital media retrieval system. - Julien Gony; Matthieu Cord; Sylvie Philipp-Foliguet; Philippe Henri Gosselin; Frédéric Precioso; Michel Jordan (CIVR, 2007)

Actor retrieval system based on kernels on bags of bags. - Shuji Zhao; Frédéric Precioso; Matthieu Cord; Sylvie Philipp-Foliguet (EUSIPCO, 2008)

Fast approximate kernel-based similarity search for image retrieval task. - David Gorisse; Matthieu Cord; Frédéric Precioso; Sylvie Philipp-Foliguet (ICPR, 2008)

Summarization scheme based on near-duplicate analysis. - David Gorisse; Frédéric Precioso; Sylvie Philipp-Foliguet; Matthieu Cord (TVS, 2008)

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. - Georges Quénot; Jenny Benois-Pineau; Boris Mansencal; Eliana Rossi; Matthieu Cord; Frédéric Precioso; David Gorisse; Patrick Lambert; Bertrand Augereau; Lionel Granjon; Denis Pellerin; Michèle Rombaut; et al. (TVS, 2008)

Optimization on active learning strategy for object category retrieval. - David Gorisse; Matthieu Cord; Frédéric Precioso (ICIP, 2009)

Windows and facades retrieval using similarity on graph of contours. - Jean-Emmanuel Haugeard; Sylvie Philipp-Foliguet; Frédéric Precioso (ICIP, 2009)

Spatio-Temporal Tube Kernel for actor retrieval. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (ICIP, 2009)

Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors. - Alexandre Devaux; Nicolas Paparoditis; Frédéric Precioso; Bertrand Cannelle (MVA, 2009)

Extraction of Windows in Facade Using Kernel on Graph of Contours. - Jean-Emmanuel Haugeard; Sylvie Philipp-Foliguet; Frédéric Precioso; Justine Lebrun (SCIA, 2009)

IRIM at TRECVID 2009 : High Level Feature Extraction. - Bertrand Delezoide; Hervé Le Borgne; Pierre-Alain Moëllic; Frédéric Precioso; Philippe Gosselin; Feng Wang 036; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; et al. (TRECVID, 2009)

Scalable active learning strategy for object category retrieval. - David Gorisse; Matthieu Cord; Frédéric Precioso (ICIP, 2010)

STTK-based video object recognition. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (ICIP, 2010)

Active Boosting for Interactive Object Retrieval. - Alexis Lechervy; Philippe Henri Gosselin; Frédéric Precioso (ICPR, 2010)

Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions. - Yan Zhang 020; Bogdan J. Matuszewski; Aymeric Histace; Frédéric Precioso; Judith Kilgallon; Christopher J. Moore (Prostate Cancer Imaging, 2010)

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. - David Gorisse; Frédéric Precioso; Philippe Henri Gosselin; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; Hélène Lachambre; Elie el Khoury 001; Rémi Vieux; Boris Mansencal; et al. (TRECVID, 2010)

Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation. - Yan Zhang 020; Bogdan J. Matuszewski; Aymeric Histace; Frédéric Precioso (CAIP (1), 2011)

Texture based Markovian modelling for image retrieval. - Dalila Benboudjema; Frédéric Precioso (Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems, 2011)

Text detection and recognition in urban scenes. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Jorge Stolfi; Frédéric Precioso; Jonathan Guyomard; Neucimar J. Leite (ICCV Workshops, 2011)

Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images. - Bogdan J. Matuszewski; Mark F. Murphy; David R. Burton; Tom E. Marchant; Christopher J. Moore; Aymeric Histace; Frédéric Precioso (ICIP, 2011)

Confocal microscopy segmentation using active contour based on (α)-divergence. - Leila Meziou; Aymeric Histace; Frédéric Precioso; Bogdan J. Matuszewski; Mark F. Murphy (ICIP, 2011)

Efficient Bag-of-Feature kernel representation for image similarity search. - Frédéric Precioso; Matthieu Cord; David Gorisse; Nicolas Thome (ICIP, 2011)

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. - Bertrand Delezoide; Frédéric Precioso; Philippe Henri Gosselin; Miriam Redi; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Jégou; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2011)

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (Multim. Tools Appl., 2011)

SALSAS: Sub-linear active learning strategy with approximate k-NN search. - David Gorisse; Matthieu Cord; Frédéric Precioso (Pattern Recognit., 2011)

Incremental kernel learning for active image retrieval without global dictionaries. - Philippe Henri Gosselin; Frédéric Precioso; Sylvie Philipp-Foliguet (Pattern Recognit., 2011)

Linear kernel combination using boosting. - Alexis Lechervy; Philippe Henri Gosselin; Frédéric Precioso (ESANN, 2012)

Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations. - Leila Meziou; Aymeric Histace; Frédéric Precioso (ICASSP, 2012)

Boosting kernel combination for multi-class image categorization. - Alexis Lechervy; Philippe Henri Gosselin; Frédéric Precioso (ICIP, 2012)

Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. - Romaric Pighetti; Denis Pallez; Frédéric Precioso (ICPR, 2012)

A Tensor Based on Optical Flow for Global Description of Motion in Videos. - Virgínia Fernandes Mota; Eder de Almeida Perez; Marcelo Bernardes Vieira; Luiz Maurílio Maciel; Frédéric Precioso; Philippe Henri Gosselin (SIBGRAPI, 2012)

3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure. - Leila Meziou; Aymeric Histace; Frédéric Precioso; Bogdan J. Matuszewski; Franck Carreiras (VISAPP (1), 2012)

Locality-Sensitive Hashing for Chi2 Distance. - David Gorisse; Matthieu Cord; Frédéric Precioso (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

SIFT, BoW Architecture and one-against-all Support Vector Machine. - Mohamed Issolah; Diane Lingrand; Frédéric Precioso (CLEF (Working Notes), 2013)

Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation. - Yan Zhang 020; Bogdan J. Matuszewski; Aymeric Histace; Frédéric Precioso (J. Math. Imaging Vis., 2013)

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. - 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; et al. (Medical Image Anal., 2013)

Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge. - Mohamed Issolah; Diane Lingrand; Frédéric Precioso (CLEF (Working Notes), 2014)

Short Text Classification Using Semantic Random Forest. - Ameni Bouaziz; Christel Dartigues-Pallez; Célia da Costa Pereira; Frédéric Precioso; Patrick Lloret (DaWaK, 2014)

Statistical region-based active contour using optimization of alpha-divergence family for image segmentation. - Leila Meziou; Aymeric Histace; Frédéric Precioso (ICIP, 2014)

Fish Species Recognition from Video using SVM Classifier. - Katy Blanc; Diane Lingrand; Frédéric Precioso (MAED@MM, 2014)

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 Dray; Bertrand Granado; Bogdan J. Matuszewski (Int. J. Biomed. Imaging, 2014)

Boosted kernel for image categorization. - Alexis Lechervy; Philippe Henri Gosselin; Frédéric Precioso (Multim. Tools Appl., 2014)

One gaze is worth ten thousand (key-)words. - Stéphanie Lopez; Arnaud Revel; Diane Lingrand; Frédéric Precioso (ICIP, 2015)

Recipe recognition with large multimodal food dataset. - Xin Wang 053; Devinder Kumar; Nicolas Thome; Matthieu Cord; Frédéric Precioso (ICME Workshops, 2015)

Comparative Study of Recent Multimodal Evolutionary Algorithms. - Romaric Pighetti; Denis Pallez; Frédéric Precioso (SSCI, 2015)

Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH. - Romaric Pighetti; Denis Pallez; Frédéric Precioso (SSCI, 2015)

QBDC: Query by dropout committee for training deep supervised architecture. - Melanie Ducoffe; Frédéric Precioso (CoRR, 2015)

Assessment of algorithms for mitosis detection in breast cancer histopathology images. - Mitko Veta; Paul J. van Diest; Stefan M. Willems; Haibo Wang; Anant Madabhushi; Angel Cruz-Roa; Fabio A. González 001; Anders Boesen Lindbo Larsen; Jacob S. Vestergaard; Anders B. Dahl; Dan C. Ciresan; Jürgen Schmidhuber; et al. (Medical Image Anal., 2015)

Catching Relevance in One Glimpse: Food or Not Food? - Stéphanie Lopez; Arnaud Revel; Diane Lingrand; Frédéric Precioso; V. Dusaucy; Alain Giboin (AVI, 2016)

Introducing Semantics in Short Text Classification. - Ameni Bouaziz; Célia da Costa Pereira; Christel Dartigues-Pallez; Frédéric Precioso (CICLing (2), 2016)

Frequent Closed Patterns Based Multiple Consensus Clustering. - Atheer Al-Najdi; Nicolas Pasquier; Frédéric Precioso (ICAISC (2), 2016)

Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. - A. Aly Halim; Christel Dartigues-Pallez; Frédéric Precioso; Michel Riveill; Abderrahim Benslimane; Salma A. Ghoneim (ICIP, 2016)

Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns. - Atheer Al-Najdi; Nicolas Pasquier; Frédéric Precioso (MLDM, 2016)

Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. - Cécile Camillieri; Luca Parisi; Mireille Blay-Fornarino; Frédéric Precioso; Michel Riveill; Joël Cancela Vaz (ME@MoDELS, 2016)

Interactive generic learning method (IGLM): a new approach to interactive short text classification. - Ameni Bouaziz; Célia da Costa Pereira; Christel Dartigues-Pallez; Frédéric Precioso (SAC, 2016)

Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. - Atheer Al-Najdi; Nicolas Pasquier; Frédéric Precioso (SEKE, 2016)

Using Closed Patterns to Solve the Consensus Clustering Problem. - Atheer Al-Najdi; Nicolas Pasquier; Frédéric Precioso (Int. J. Softw. Eng. Knowl. Eng., 2016)

Fine-grained object recognition in underwater visual data. - Concetto Spampinato; Simone Palazzo; Pierre-Hugues Joalland; Sébastien Paris; Hervé Glotin; Katy Blanc; Diane Lingrand; Frédéric Precioso (Multim. Tools Appl., 2016)

Handling Noisy Labels in Gaze-Based CBIR System. - Stéphanie Lopez; Arnaud Revel; Diane Lingrand; Frédéric Precioso (ACIVS, 2017)

AF Detection and ECG Classification based on Convolutional Recurrent Neural Network. - Mohamed Limam; Frédéric Precioso (CinC, 2017)

Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction. - Katy Blanc; Diane Lingrand; Frédéric Precioso (CVPR Workshops, 2017)

Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee. - Melanie Ducoffe; Frédéric Precioso (ESANN, 2017)

KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans. - Lucas Malleus; Thomas Fisichella; Diane Lingrand; Frédéric Precioso; N. Gros; Y. Noutary; L. Robert; Lirone Samoun (ICCV Workshops, 2017)

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. - Laurent Vanni; Mélanie Ducoffe; Carlos Aguilar; Frédéric Precioso; Damon Mayaffre (ACL (1), 2018)

Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. - John Anderson García Henao; Frédéric Precioso; Pascal Staccini; Michel Riveill (CARLA, 2018)

An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis. - Lirone Samoun; Thomas Fisichella; Diane Lingrand; Lucas Malleus; Frédéric Precioso (ICIP, 2018)

Named Entity Recognition using Neural Networks for Clinical Notes. - Edson Flórez; Frédéric Precioso; Michel Riveill; Romaric Pighetti (Medication and Adverse Drug Event Detection, 2018)

Foveated streaming of virtual reality videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Frédéric Precioso; Ramon Aparicio-Pardo (MMSys, 2018)

Adversarial Active Learning for Deep Networks: a Margin Based Approach. - Melanie Ducoffe; Frédéric Precioso (CoRR, 2018)

Analysis of temporal alignment for Video Classification. - Katy Blanc; Diane Lingrand; Antonio Paladini; Luca Coviello; Dane Mitrev; Emily Söhler; Leonardo Guzman; Frédéric Precioso (FG, 2019)

Analysing the Impact of Rationality on the Italian Electricity Market. - Sara Bevilacqua; Célia da Costa Pereira; Eric Guerci; Frédéric Precioso; Claudio Sartori 001 (MDAI, 2019)

Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator. - Souad Chaabouni; Frédéric Precioso (ACM Multimedia, 2019)

A Deep Architecture for Multimodal Summarization of Soccer Games. - Melissa Sanabria; Sherly; Frédéric Precioso; Thomas Menguy (MMSports@MM, 2019)

When DevOps Meets Meta-Learning: A Portfolio to Rule them all. - Benjamin Benni; Mireille Blay-Fornarino; Sébastien Mosser 001; Frédéric Precioso; Günther Jungbluth (MoDELS (Companion), 2019)

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 001 (PRIMA, 2019)

Deep Learning for Identification of Adverse Drug Reaction Relations. - Edson Flórez; Frédéric Precioso; Romaric Pighetti; Michel Riveill (SSPS, 2019)

Adaptive Bayesian Linear Regression for Automated Machine Learning. - Weilin Zhou; Frédéric Precioso (CoRR, 2019)

Revisiting Deep Architectures for Head Motion Prediction in 360° Videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Ramon Aparicio-Pardo; Frédéric Precioso (CoRR, 2019)

Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets. - Tianshu Yang; Nicolas Pasquier; Antoine Hom; Laurent Dollé; Frédéric Precioso (CIKM, 2020)

Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management. - Tianshu Yang; Nicolas Pasquier; Frédéric Precioso (DATA, 2020)

Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360° Videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Ramon Aparicio-Pardo; Frédéric Precioso (ICIP, 2020)

Hierarchical Multimodal Attention for Deep Video Summarization. - Melissa Sanabria; Frédéric Precioso; Thomas Menguy (ICPR, 2020)

Profiling Actions for Sport Video Summarization: An attention signal analysis. - Melissa Sanabria; Frédéric Precioso; Thomas Menguy (MMSP, 2020)

A unified evaluation framework for head motion prediction methods in 360° videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Ramon Aparicio-Pardo; Frédéric Precioso (MMSys, 2020)

User-Adaptive Rotational Snap-Cutting for Streamed 360º Videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Ramon Aparicio-Pardo; Frédéric Precioso (WICED@Eurographics/EuroVis, 2020)

From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. - Laurent Vanni; Marco Corneli; Damon Mayaffre; Frédéric Precioso (CoRR, 2020)

Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. - Baptiste Pouthier; Laurent Pilati; Leela K. Gudupudi; Charles Bouveyron; Frédéric Precioso (Interspeech, 2021)

Knowledge-driven Active Learning. - Gabriele Ciravegna; Frédéric Precioso; Marco Gori (CoRR, 2021)

Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario. - Stefano D'Angelo; Frédéric Precioso; Fabien Gandon (ICIP, 2022)

Generalised Mutual Information for Discriminative Clustering. - Louis Ohl; Pierre-Alexandre Mattei; Charles Bouveyron; Warith Harchaoui; Mickaël Leclercq; Arnaud Droit; Frédéric Precioso (NeurIPS, 2022)

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. - 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 (NeurIPS, 2022)

SMACE: A New Method for the Interpretability of Composite Decision Systems. - Gianluigi Lopardo; Damien Garreau; Frédéric Precioso; Greger Ottosson (ECML/PKDD (1), 2022)

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 (A), 2022)

A Multi-stage deep architecture for summary generation of soccer videos. - Melissa Sanabria; Frédéric Precioso; Pierre-Alexandre Mattei; Thomas Menguy (CoRR, 2022)

Concept Embedding Models. - 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 (CoRR, 2022)

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. - Anna Bobasheva; Fabien Gandon; Frédéric Precioso (ACM Journal on Computing and Cultural Heritage, 2022)

Semi-supervised consensus clustering based on closed patterns. - Tianshu Yang; Nicolas Pasquier; Frédéric Precioso (Knowl. Based Syst., 2022)

TRACK: A New Method From a Re-Examination of Deep Architectures for Head Motion Prediction in 360${}^{ circ }$∘ Videos. - Miguel Fabián Romero Rondón; Lucile Sassatelli; Ramon Aparicio-Pardo; Frédéric Precioso (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. - Alessandro Betti; Gabriele Ciravegna; Marco Gori; Stefano Melacci; Kevin Mottin; Frédéric Precioso (AI*IA, 2023)

A Sea of Words: An In-Depth Analysis of Anchors for Text Data. - Gianluigi Lopardo; Frédéric Precioso; Damien Garreau (AISTATS, 2023)

Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving. - Rémy Sun; Diane Lingrand; Frédéric Precioso (ICCV (Workshops), 2023)

Interpretable Neural-Symbolic Concept Reasoning. - Pietro Barbiero; Gabriele Ciravegna; Francesco Giannini; Mateo Espinosa Zarlenga; Lucie Charlotte Magister; Alberto Tonda; Pietro Lio; Frédéric Precioso; Mateja Jamnik; Giuseppe Marra (ICML, 2023)

Another Point of View on Visual Speech Recognition. - Baptiste Pouthier; Laurent Pilati; Giacomo Valenti; Charles Bouveyron; Frédéric Precioso (INTERSPEECH, 2023)

Knowledge-Driven Active Learning. - Gabriele Ciravegna; Frédéric Precioso; Alessandro Betti; Kevin Mottin; Marco Gori (ECML/PKDD (1), 2023)

Taming the Diversity of Computational Notebooks. - Yann Brault; Yassine El Amraoui; Mireille Blay-Fornarino; Philippe Collet; Florent Jaillet; Frédéric Precioso (SPLC (A), 2023)

Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. - Louis Ohl; Pierre-Alexandre Mattei; Charles Bouveyron; Mickaël Leclercq; Arnaud Droit; Frédéric Precioso (CoRR, 2023)

Understanding Post-hoc Explainers: The Case of Anchors. - Gianluigi Lopardo; Frédéric Precioso; Damien Garreau (CoRR, 2023)

Generalised Mutual Information: a Framework for Discriminative Clustering. - Louis Ohl; Pierre-Alexandre Mattei; Charles Bouveyron; Warith Harchaoui; Mickaël Leclercq; Arnaud Droit; Frédéric Precioso (CoRR, 2023)

Faithful and Robust Local Interpretability for Textual Predictions. - Gianluigi Lopardo; Frédéric Precioso; Damien Garreau (CoRR, 2023)

Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data. - Rémy Sun; Li Yang; Diane Lingrand; Frédéric Precioso (CoRR, 2023)

DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning. - Fanny Simões; Charles Bouveyron; Frédéric Precioso (Ecol. Informatics, 2023)

Visual Objectification in Films: Towards a New AI Task for Video Interpretation. - Julie Tores; Lucile Sassatelli; Hui-Yin Wu; Clement Bergman; Lea Andolfi; Victor Ecrement; Frédéric Precioso; Thierry Devars; Magali Guaresi; Virginie Julliard; Sarah Lecossais (CVPR, 2024)

Domain-Specific Long Text Classification from Sparse Relevant Information. - Célia D'Cruz; Jean-Marc Bereder; Frédéric Precioso; Michel Riveill (ECAI, 2024)

Attention Meets Post-hoc Interpretability: A Mathematical Perspective. - Gianluigi Lopardo; Frédéric Precioso; Damien Garreau (ICML, 2024)

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. - Jonas Ngnawé; Sabyasachi Sahoo; Yann Pequignot; Frédéric Precioso; Christian Gagné 001 (NeurIPS, 2024)

Kernel KMeans clustering splits for end-to-end unsupervised decision trees. - Louis Ohl; Pierre-Alexandre Mattei; Mickaël Leclercq; Arnaud Droit; Frédéric Precioso (CoRR, 2024)

Layerwise Early Stopping for Test Time Adaptation. - Sabyasachi Sahoo; Mostafa ElAraby; Jonas Ngnawé; Yann Pequignot; Frédéric Precioso; Christian Gagné 001 (CoRR, 2024)

A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning. - Alessandro Betti; Gabriele Ciravegna; Marco Gori; Stefano Melacci; Kevin Mottin; Frédéric Precioso (Intelligenza Artificiale, 2024)

Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. - Louis Ohl; Pierre-Alexandre Mattei; Charles Bouveyron; Mickaël Leclercq; Arnaud Droit; Frédéric Precioso (Stat. Comput., 2024)

A Layer Selection Approach to Test Time Adaptation. - Sabyasachi Sahoo; Mostafa ElAraby; Jonas Ngnawé; Yann Batiste Pequignot; Frédéric Precioso; Christian Gagné 001 (AAAI, 2025)

Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors. - Rémy Sun; Li Yang; Diane Lingrand; Frédéric Precioso (WACV, 2025)

Towards a fully automated underwater census for fish assemblages in the Mediterranean Sea. - Kilian Bürgi; Charles Bouveyron; Diane Lingrand; Benoit Derijard; Frédéric Precioso; Cécile Sabourault (Ecol. Informatics, 2025)

Leveraging multimodal explanatory annotations for video interpretation with Modality Specific Dataset. - Elisa Ancarani; Julie Tores; Lucile Sassatelli; Rémy Sun; Hui-Yin Wu; Frédéric Precioso (CoRR, 2025)

A Tutorial on Discriminative Clustering and Mutual Information. - Louis Ohl; Pierre-Alexandre Mattei; Frédéric Precioso (CoRR, 2025)

MObyGaze: a film dataset of multimodal objectification densely annotated by experts. - Julie Tores; Elisa Ancarani; Lucile Sassatelli; Hui-Yin Wu; Clement Bergman; Lea Andolfi; Victor Ecrement; Rémy Sun; Frédéric Precioso; Thierry Devars; Magali Guaresi; Virginie Julliard; et al. (CoRR, 2025)