Frédéric Precioso

157 papers A* 9A 8B 27C 4Misc 3Journal 55Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Tutorial on Discriminative Clustering and Mutual Information. ACM Comput. Surv. Louis Ohl, Pierre-Alexandre Mattei, Frédéric Precioso
2026	J	`jnl`	Beyond Mixtures and Products for Ensemble Aggregation: A Likelihood Perspective on Generalized Means. CoRR Raphaël Razafindralambo, Rémy Sun, Frédéric Precioso, Damien Garreau, Pierre-Alexandre Mattei
2026	J	`jnl`	Using Small Language Models to Reverse-Engineer Machine Learning Pipelines Structures. CoRR Nicolas Lacroix, Mireille Blay-Fornarino, Sébastien Mosser, Frédéric Precioso
2026	J	`jnl`	When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models. CoRR Raphaël Razafindralambo, Rémy Sun, Frédéric Precioso, Damien Garreau, Pierre-Alexandre Mattei
2026	J	`jnl`	When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models. Trans. Mach. Learn. Res. Raphaël Razafindralambo, Rémy Sun, Damien Garreau, Frédéric Precioso, Pierre-Alexandre Mattei
2025	A*	`conf`	A Layer Selection Approach to Test Time Adaptation. AAAI Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Batiste Pequignot, Frédéric Precioso, Christian Gagné
2025	J	`jnl`	A Tutorial on Discriminative Clustering and Mutual Information. CoRR Louis Ohl, Pierre-Alexandre Mattei, Frédéric Precioso
2025	—	`conf`	Incorporating FATES Principles in Continuous Development of ML-Integrated Systems: Importance of Requirements. REW Jean-Michel Bruel, T. Gouaichault, Olivier Teste, Mireille Blay-Fornarino, Nathan Lacroix, Frédéric Precioso, Sébastien Mosser
2025	J	`jnl`	Leveraging multimodal explanatory annotations for video interpretation with Modality Specific Dataset. CoRR Elisa Ancarani, Julie Tores, Lucile Sassatelli, Rémy Sun, Hui-Yin Wu, Frédéric Precioso
2025	J	`jnl`	MObyGaze: a film dataset of multimodal objectification densely annotated by experts. CoRR 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, Sarah Lecossais
2025	A	`conf`	Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors. WACV Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso
2025	A*	`conf`	Re-examining Concept-based Explainable Models for Multimodal Interpretative Tasks. ACM Multimedia Julie Tores, Elisa Ancarani, Rémy Sun, Lucile Sassatelli, Hui-Yin Wu, Frédéric Precioso
2025	J	`jnl`	Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Adversarial Scheduling. CoRR Jonas Ngnawé, Maxime Heuillet, Sabyasachi Sahoo, Yann Pequignot, Ola Ahmad, Audrey Durand, Frédéric Precioso, Christian Gagné
2025	J	`jnl`	Towards a fully automated underwater census for fish assemblages in the Mediterranean Sea. Ecol. Informatics Kilian Bürgi, Charles Bouveyron, Diane Lingrand, Benoit Derijard, Frédéric Precioso, Cécile Sabourault
2025	J	`jnl`	WolBanking77: Wolof Banking Speech Intent Classification Dataset. CoRR Abdou Karim Kandji, Frédéric Precioso, Cheikh Ba, Samba Ndiaye, Augustin Ndione
2024	J	`jnl`	A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning. Intelligenza Artificiale Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
2024	A*	`conf`	Attention Meets Post-hoc Interpretability: A Mathematical Perspective. ICML Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
2024	J	`jnl`	Attention Meets Post-hoc Interpretability: A Mathematical Perspective. CoRR Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
2024	A*	`conf`	Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. NeurIPS Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné
2024	J	`jnl`	Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. CoRR Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné
2024	A	`conf`	Domain-Specific Long Text Classification from Sparse Relevant Information. ECAI Célia D'Cruz, Jean-Marc Bereder, Frédéric Precioso, Michel Riveill
2024	J	`jnl`	Domain-specific long text classification from sparse relevant information. CoRR Célia D'Cruz, Jean-Marc Bereder, Frédéric Precioso, Michel Riveill
2024	J	`jnl`	Kernel KMeans clustering splits for end-to-end unsupervised decision trees. CoRR Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2024	J	`jnl`	Layerwise Early Stopping for Test Time Adaptation. CoRR Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Christian Gagné
2024	J	`jnl`	Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. Stat. Comput. Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2024	A*	`conf`	Visual Objectification in Films: Towards a New AI Task for Video Interpretation. CVPR Julie Tores, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais
2024	J	`jnl`	Visual Objectification in Films: Towards a New AI Task for Video Interpretation. CoRR Julie Tores, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais
2023	A	`conf`	A Sea of Words: An In-Depth Analysis of Anchors for Text Data. AISTATS Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
2023	A	`conf`	Another Point of View on Visual Speech Recognition. INTERSPEECH Baptiste Pouthier, Laurent Pilati, Giacomo Valenti, Charles Bouveyron, Frédéric Precioso
2023	J	`jnl`	DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning. Ecol. Informatics Fanny Simões, Charles Bouveyron, Frédéric Precioso
2023	—	`conf`	Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving. ICCV (Workshops) Rémy Sun, Diane Lingrand, Frédéric Precioso
2023	J	`jnl`	Faithful and Robust Local Interpretability for Textual Predictions. CoRR Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
2023	J	`jnl`	Generalised Mutual Information: a Framework for Discriminative Clustering. CoRR Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2023	A*	`conf`	Interpretable Neural-Symbolic Concept Reasoning. ICML Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023	C	`conf`	Interpretable Neural-Symbolic Concept Reasoning. NeSy Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023	J	`jnl`	Interpretable Neural-Symbolic Concept Reasoning. CoRR Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023	—	`conf`	Knowledge-Driven Active Learning. ECML/PKDD (1) Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori
2023	J	`jnl`	Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data. CoRR Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso
2023	J	`jnl`	Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. CoRR Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2023	—	`conf`	Taming the Diversity of Computational Notebooks. SPLC (A) Yann Brault, Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Florent Jaillet, Frédéric Precioso
2023	—	`conf`	Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. AI*IA Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
2023	J	`jnl`	Understanding Post-hoc Explainers: The Case of Anchors. CoRR Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
2022	J	`jnl`	A Multi-stage deep architecture for summary generation of soccer videos. CoRR Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy
2022	J	`jnl`	A Sea of Words: An In-Depth Analysis of Anchors for Text Data. CoRR Gianluigi Lopardo, Damien Garreau, Frédéric Precioso
2022	J	`jnl`	Concept Embedding Models. CoRR 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
2022	A*	`conf`	Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. NeurIPS 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
2022	—	`conf`	Evolvable SPL management with partial knowledge: an application to anomaly detection in time series. SPLC (A) Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Frédéric Precioso, Julien Muller
2022	A*	`conf`	Generalised Mutual Information for Discriminative Clustering. NeurIPS Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2022	J	`jnl`	Generalised Mutual Information for Discriminative Clustering. CoRR Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso
2022	J	`jnl`	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 Anna Bobasheva, Fabien Gandon, Frédéric Precioso
2022	B	`conf`	Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario. ICIP Stefano D'Angelo, Frédéric Precioso, Fabien Gandon
2022	—	`conf`	SMACE: A New Method for the Interpretability of Composite Decision Systems. ECML/PKDD (1) Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
2022	J	`jnl`	Semi-supervised consensus clustering based on closed patterns. Knowl. Based Syst. Tianshu Yang, Nicolas Pasquier, Frédéric Precioso
2022	J	`jnl`	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. Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
2021	A	`conf`	Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. Interspeech Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso
2021	J	`jnl`	Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion. CoRR Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso
2021	J	`jnl`	Knowledge-driven Active Learning. CoRR Gabriele Ciravegna, Frédéric Precioso, Marco Gori
2021	J	`jnl`	SMACE: A New Method for the Interpretability of Composite Decision Systems. CoRR Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
2020	A	`conf`	A unified evaluation framework for head motion prediction methods in 360° videos. MMSys Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
2020	C	`conf`	Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management. DATA Tianshu Yang, Nicolas Pasquier, Frédéric Precioso
2020	J	`jnl`	From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. CoRR Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso
2020	B	`conf`	Hierarchical Multimodal Attention for Deep Video Summarization. ICPR Melissa Sanabria, Frédéric Precioso, Thomas Menguy
2020	C	`conf`	Profiling Actions for Sport Video Summarization: An attention signal analysis. MMSP Melissa Sanabria, Frédéric Precioso, Thomas Menguy
2020	A	`conf`	Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets. CIKM Tianshu Yang, Nicolas Pasquier, Antoine Hom, Laurent Dollé, Frédéric Precioso
2020	B	`conf`	Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360 ICIP Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
2020	—	`conf`	User-Adaptive Rotational Snap-Cutting for Streamed 360º Videos. WICED@Eurographics/EuroVis Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
2019	B	`conf`	A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market. PRIMA Célia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frédéric Precioso, Claudio Sartori
2019	—	`conf`	A Deep Architecture for Multimodal Summarization of Soccer Games. MMSports@MM Melissa Sanabria, Sherly, Frédéric Precioso, Thomas Menguy
2019	J	`jnl`	Adaptive Bayesian Linear Regression for Automated Machine Learning. CoRR Weilin Zhou, Frédéric Precioso
2019	B	`conf`	Analysing the Impact of Rationality on the Italian Electricity Market. MDAI Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori
2019	B	`conf`	Analysis of temporal alignment for Video Classification. FG Katy Blanc, Diane Lingrand, Antonio Paladini, Luca Coviello, Dane Mitrev, Emily Söhler, Leonardo Guzman, Frédéric Precioso
2019	—	`conf`	Deep Learning for Identification of Adverse Drug Reaction Relations. SSPS Edson Flórez, Frédéric Precioso, Romaric Pighetti, Michel Riveill
2019	A*	`conf`	Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator. ACM Multimedia Souad Chaabouni, Frédéric Precioso
2019	J	`jnl`	Revisiting Deep Architectures for Head Motion Prediction in 360° Videos. CoRR Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso
2019	—	`conf`	When DevOps Meets Meta-Learning: A Portfolio to Rule them all. MoDELS (Companion) Benjamin Benni, Mireille Blay-Fornarino, Sébastien Mosser, Frédéric Precioso, Günther Jungbluth
2018	J	`jnl`	Adversarial Active Learning for Deep Networks: a Margin Based Approach. CoRR Melanie Ducoffe, Frédéric Precioso
2018	B	`conf`	An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis. ICIP Lirone Samoun, Thomas Fisichella, Diane Lingrand, Lucas Malleus, Frédéric Precioso
2018	A	`conf`	Foveated streaming of virtual reality videos. MMSys Miguel Fabián Romero Rondón, Lucile Sassatelli, Frédéric Precioso, Ramon Aparicio-Pardo
2018	—	`conf`	Named Entity Recognition using Neural Networks for Clinical Notes. Medication and Adverse Drug Event Detection Edson Flórez, Frédéric Precioso, Michel Riveill, Romaric Pighetti
2018	—	`conf`	Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. CARLA John Anderson García Henao, Frédéric Precioso, Pascal Staccini, Michel Riveill
2018	—	`conf`	Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. ACL (1) Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frédéric Precioso, Damon Mayaffre
2017	—	`conf`	AF Detection and ECG Classification based on Convolutional Recurrent Neural Network. CinC Mohamed Limam, Frédéric Precioso
2017	B	`conf`	Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee. ESANN Melanie Ducoffe, Frédéric Precioso
2017	B	`conf`	Handling Noisy Labels in Gaze-Based CBIR System. ACIVS Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso
2017	—	`conf`	KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans. ICCV Workshops Lucas Malleus, Thomas Fisichella, Diane Lingrand, Frédéric Precioso, N. Gros, Y. Noutary, L. Robert, Lirone Samoun
2017	—	`conf`	Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction. CVPR Workshops Katy Blanc, Diane Lingrand, Frédéric Precioso
2016	B	`conf`	Catching Relevance in One Glimpse: Food or Not Food? AVI Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso, V. Dusaucy, Alain Giboin
2016	J	`jnl`	Fine-grained object recognition in underwater visual data. Multim. Tools Appl. Concetto Spampinato, Simone Palazzo, Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin, Katy Blanc, Diane Lingrand, Frédéric Precioso
2016	—	`conf`	Frequent Closed Patterns Based Multiple Consensus Clustering. ICAISC (2) Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
2016	B	`conf`	Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. ICIP A. Aly Halim, Christel Dartigues-Pallez, Frédéric Precioso, Michel Riveill, Abderrahim Benslimane, Salma A. Ghoneim
2016	Misc	`conf`	Interactive generic learning method (IGLM): a new approach to interactive short text classification. SAC Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso
2016	—	`conf`	Introducing Semantics in Short Text Classification. CICLing (2) Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso
2016	—	`conf`	Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns. MLDM Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
2016	—	`conf`	Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. ME@MoDELS Cécile Camillieri, Luca Parisi, Mireille Blay-Fornarino, Frédéric Precioso, Michel Riveill, Joël Cancela Vaz
2016	J	`jnl`	Using Closed Patterns to Solve the Consensus Clustering Problem. Int. J. Softw. Eng. Knowl. Eng. Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
2016	C	`conf`	Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. SEKE Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso
2015	J	`jnl`	Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 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, Faik 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
2015	—	`conf`	Comparative Study of Recent Multimodal Evolutionary Algorithms. SSCI Romaric Pighetti, Denis Pallez, Frédéric Precioso
2015	—	`conf`	Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH. SSCI Romaric Pighetti, Denis Pallez, Frédéric Precioso
2015	B	`conf`	One gaze is worth ten thousand (key-)words. ICIP Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso
2015	J	`jnl`	QBDC: Query by dropout committee for training deep supervised architecture. CoRR Melanie Ducoffe, Frédéric Precioso
2015	—	`conf`	Recipe recognition with large multimodal food dataset. ICME Workshops Xin Wang, Devinder Kumar, Nicolas Thome, Matthieu Cord, Frédéric Precioso
2014	J	`jnl`	Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR 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, Faik 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
2014	J	`jnl`	Boosted kernel for image categorization. Multim. Tools Appl. Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2014	J	`jnl`	Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection. Int. J. Biomed. Imaging Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, Bertrand Granado, Bogdan J. Matuszewski
2014	—	`conf`	Fish Species Recognition from Video using SVM Classifier. CLEF (Working Notes) Katy Blanc, Diane Lingrand, Frédéric Precioso
2014	—	`conf`	Fish Species Recognition from Video using SVM Classifier. MAED@MM Katy Blanc, Diane Lingrand, Frédéric Precioso
2014	—	`conf`	Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge. CLEF (Working Notes) Mohamed Issolah, Diane Lingrand, Frédéric Precioso
2014	B	`conf`	Short Text Classification Using Semantic Random Forest. DaWaK Ameni Bouaziz, Christel Dartigues-Pallez, Célia da Costa Pereira, Frédéric Precioso, Patrick Lloret
2014	B	`conf`	Statistical region-based active contour using optimization of alpha-divergence family for image segmentation. ICIP Leila Meziou, Aymeric Histace, Frédéric Precioso
2013	—	`conf`	SIFT, BoW Architecture and one-against-all Support Vector Machine. CLEF (Working Notes) Mohamed Issolah, Diane Lingrand, Frédéric Precioso
2013	J	`jnl`	Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 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 Floréz-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
2013	J	`jnl`	Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation. J. Math. Imaging Vis. Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso
2012	—	`conf`	3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure. VISAPP (1) Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Franck Carreiras
2012	—	`conf`	A Tensor Based on Optical Flow for Global Description of Motion in Videos. SIBGRAPI Virgínia Fernandes Mota, Eder de Almeida Perez, Marcelo Bernardes Vieira, Luiz Maurílio Maciel, Frédéric Precioso, Philippe Henri Gosselin
2012	Misc	`conf`	Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations. ICASSP Leila Meziou, Aymeric Histace, Frédéric Precioso
2012	B	`conf`	Boosting kernel combination for multi-class image categorization. ICIP Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2012	B	`conf`	Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. ICPR Romaric Pighetti, Denis Pallez, Frédéric Precioso
2012	B	`conf`	Linear kernel combination using boosting. ESANN Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2012	J	`jnl`	Locality-Sensitive Hashing for Chi2 Distance. IEEE Trans. Pattern Anal. Mach. Intell. David Gorisse, Matthieu Cord, Frédéric Precioso
2011	B	`conf`	Confocal microscopy segmentation using active contour based on (α)-divergence. ICIP Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Mark F. Murphy
2011	B	`conf`	Efficient Bag-of-Feature kernel representation for image similarity search. ICIP Frédéric Precioso, Matthieu Cord, David Gorisse, Nicolas Thome
2011	—	`conf`	IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 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, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin
2011	J	`jnl`	Incremental kernel learning for active image retrieval without global dictionaries. Pattern Recognit. Philippe Henri Gosselin, Frédéric Precioso, Sylvie Philipp-Foliguet
2011	J	`jnl`	SALSAS: Sub-linear active learning strategy with approximate k-NN search. Pattern Recognit. David Gorisse, Matthieu Cord, Frédéric Precioso
2011	B	`conf`	Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images. ICIP Bogdan J. Matuszewski, Mark F. Murphy, David R. Burton, Tom E. Marchant, Christopher J. Moore, Aymeric Histace, Frédéric Precioso
2011	J	`jnl`	Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system. Multim. Tools Appl. Shuji Zhao, Frédéric Precioso, Matthieu Cord
2011	—	`conf`	Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation. CAIP (1) Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso
2011	—	`conf`	Text detection and recognition in urban scenes. ICCV Workshops Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Jorge Stolfi, Frédéric Precioso, Jonathan Guyomard, Neucimar J. Leite
2011	—	`conf`	Texture based Markovian modelling for image retrieval. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Dalila Benboudjema, Frédéric Precioso
2010	B	`conf`	Active Boosting for Interactive Object Retrieval. ICPR Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2010	—	`conf`	Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions. Prostate Cancer Imaging Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso, Judith Kilgallon, Christopher J. Moore
2010	—	`conf`	IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert
2010	B	`conf`	STTK-based video object recognition. ICIP Shuji Zhao, Frédéric Precioso, Matthieu Cord
2010	B	`conf`	Scalable active learning strategy for object category retrieval. ICIP David Gorisse, Matthieu Cord, Frédéric Precioso
2009	—	`conf`	Extraction of Windows in Facade Using Kernel on Graph of Contours. SCIA Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso, Justine Lebrun
2009	Misc	`conf`	Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors. MVA Alexandre Devaux, Nicolas Paparoditis, Frédéric Precioso, Bertrand Cannelle
2009	—	`conf`	IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau
2009	B	`conf`	Optimization on active learning strategy for object category retrieval. ICIP David Gorisse, Matthieu Cord, Frédéric Precioso
2009	B	`conf`	Spatio-Temporal Tube Kernel for actor retrieval. ICIP Shuji Zhao, Frédéric Precioso, Matthieu Cord
2009	B	`conf`	Windows and facades retrieval using similarity on graph of contours. ICIP Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso
2008	—	`conf`	Actor retrieval system based on kernels on bags of bags. EUSIPCO Shuji Zhao, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet
2008	B	`conf`	Fast approximate kernel-based similarity search for image retrieval task. ICPR David Gorisse, Matthieu Cord, Frédéric Precioso, Sylvie Philipp-Foliguet
2008	—	`conf`	Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS 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, Stéphane Ayache
2008	—	`conf`	Summarization scheme based on near-duplicate analysis. TVS David Gorisse, Frédéric Precioso, Sylvie Philipp-Foliguet, Matthieu Cord
2007	—	`conf`	RETIN: a smart interactive digital media retrieval system. CIVR Julien Gony, Matthieu Cord, Sylvie Philipp-Foliguet, Philippe Henri Gosselin, Frédéric Precioso, Michel Jordan
2006	—	`conf`	Robust scene cut detection by supervised learning. EUSIPCO Guillermo Cámara Chávez, Matthieu Cord, Sylvie Philipp-Foliguet, Frédéric Precioso, Arnaldo de Albuquerque Araújo
2006	—	`conf`	Shot Boundary Detection at TRECVID 2006. TRECVID Guillermo Cámara Chávez, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet, Arnaldo de Albuquerque Araújo
2006	—	`conf`	Video Segmentation by Supervised Learning. SIBGRAPI Guillermo Cámara Chávez, Matthieu Cord, Frédéric Precioso, Sylvie Philipp-Foliguet, Arnaldo de Albuquerque Araújo
2005	—	`conf`	A genetic algorithm-based approach to knowledge-assisted video analysis. ICIP (3) Nikola Voisine, Stamatia Dasiopoulou, Frédéric Precioso, Vasileios Mezaris, Ioannis Kompatsiaris, Michael G. Strintzis
2005	J	`jnl`	Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. IEEE Trans. Image Process. Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser
2005	—	`conf`	Using a Multimedia Ontology Infrastructure for Semantic Annotation of Multimedia Content. SemAnnot@ISWC Thanos Athanasiadis, Vassilis Tzouvaras, Kosmas Petridis, Frédéric Precioso, Yannis Avrithis, Yiannis Kompatsiaris
2004	—	`—`	Contours actifs paramétriques pour la segmentationd'images et vidéos. (Parametric active contours for image and video segmentation). Frédéric Precioso
2003	—	`conf`	Smoothing B-spline active contour for fast and robust image and video segmentation. ICIP (1) Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser
2002	J	`jnl`	B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation. EURASIP J. Adv. Signal Process. Frédéric Precioso, Michel Barlaud
2002	—	`conf`	Regular spatial B-spline active contour for fast video segmentation. ICIP (2) Frédéric Precioso, Michel Barlaud
2001	—	`conf`	B-spline active contours for fast video segmentation. ICIP (2) Frédéric Precioso, Michel Barlaud