| 2026 | ICPR | Lightweight Model Augmented by Expert Knowledge in Realistic Clinical Decision-Making on Colorectal Cancer Treatment. | Clia D'Cruz, Frdric Precioso, Jean-Marc Bereder, Michel Riveill |
| 2025 | AAAI | A Layer Selection Approach to Test Time Adaptation. | Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnaw, Yann Batiste Pequignot, Frdric Precioso, Christian Gagn |
| 2025 | RE | Incorporating FATES Principles in Continuous Development of ML-Integrated Systems: Importance of Requirements. | Jean-Michel Bruel, T. Gouaichault, Olivier Teste, Mireille Blay-Fornarino, Nathan Lacroix, Frdric Precioso, Sbastien Mosser |
| 2025 | WACV | Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors. | Rmy Sun, Li Yang, Diane Lingrand, Frdric Precioso |
| 2024 | CVPR | 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, Frdric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais |
| 2024 | ECAI | Domain-Specific Long Text Classification from Sparse Relevant Information. | Clia D'Cruz, Jean-Marc Bereder, Frdric Precioso, Michel Riveill |
| 2024 | ICML | Attention Meets Post-hoc Interpretability: A Mathematical Perspective. | Gianluigi Lopardo, Frdric Precioso, Damien Garreau |
| 2023 | AISTATS | A Sea of Words: An In-Depth Analysis of Anchors for Text Data. | Gianluigi Lopardo, Frdric Precioso, Damien Garreau |
| 2023 | ICML | Interpretable Neural-Symbolic Concept Reasoning. | Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frdric Precioso, Mateja Jamnik, Giuseppe Marra |
| 2023 | Interspeech | Another Point of View on Visual Speech Recognition. | Baptiste Pouthier, Laurent Pilati, Giacomo Valenti, Charles Bouveyron, Frdric Precioso |
| 2023 | NeSy | Interpretable Neural-Symbolic Concept Reasoning. | Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Li, Frdric Precioso, Mateja Jamnik, Giuseppe Marra |
| 2023 | SPLC | Taming the Diversity of Computational Notebooks. | Yann Brault, Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Florent Jaillet, Frdric Precioso |
| 2022 | ICIP | Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario. | Stefano D'Angelo, Frdric Precioso, Fabien Gandon |
| 2022 | SPLC | Evolvable SPL management with partial knowledge: an application to anomaly detection in time series. | Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Frdric Precioso, Julien Muller |
| 2021 | Interspeech | Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. | Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frdric Precioso |
| 2020 | CIKM | Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets. | Tianshu Yang, Nicolas Pasquier, Antoine Hom, Laurent Doll, Frdric Precioso |
| 2020 | DATA | Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management. | Tianshu Yang, Nicolas Pasquier, Frdric Precioso |
| 2020 | ICIP | Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360 | Miguel Fabin Romero Rondn, Lucile Sassatelli, Ramon Aparicio-Pardo, Frdric Precioso |
| 2020 | ICPR | Hierarchical Multimodal Attention for Deep Video Summarization. | Melissa Sanabria, Frdric Precioso, Thomas Menguy |
| 2020 | MMSP | Profiling Actions for Sport Video Summarization: An attention signal analysis. | Melissa Sanabria, Frdric Precioso, Thomas Menguy |
| 2020 | MMSys | A unified evaluation framework for head motion prediction methods in 360° videos. | Miguel Fabin Romero Rondn, Lucile Sassatelli, Ramon Aparicio-Pardo, Frdric Precioso |
| 2019 | MDAI | Analysing the Impact of Rationality on the Italian Electricity Market. | Sara Bevilacqua, Clia da Costa Pereira, Eric Guerci, Frdric Precioso, Claudio Sartori |
| 2019 | MODELS | When DevOps Meets Meta-Learning: A Portfolio to Rule them all. | Benjamin Benni, Mireille Blay-Fornarino, Sbastien Mosser, Frdric Precioso, Gnther Jungbluth |
| 2019 | PRIMA | A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market. | Clia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frdric Precioso, Claudio Sartori |
| 2018 | ACL | Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. | Laurent Vanni, Mlanie Ducoffe, Carlos Aguilar, Frdric Precioso, Damon Mayaffre |
| 2018 | ICIP | An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis. | Lirone Samoun, Thomas Fisichella, Diane Lingrand, Lucas Malleus, Frdric Precioso |
| 2018 | MMSys | Foveated streaming of virtual reality videos. | Miguel Fabin Romero Rondn, Lucile Sassatelli, Frdric Precioso, Ramon Aparicio-Pardo |
| 2017 | ACIVS | Handling Noisy Labels in Gaze-Based CBIR System. | Stphanie Lopez, Arnaud Revel, Diane Lingrand, Frdric Precioso |
| 2017 | CVPR | Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction. | Katy Blanc, Diane Lingrand, Frdric Precioso |
| 2017 | ESANN | Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee. | Melanie Ducoffe, Frdric Precioso |
| 2016 | AVI | Catching Relevance in One Glimpse: Food or Not Food? | Stphanie Lopez, Arnaud Revel, Diane Lingrand, Frdric Precioso, V. Dusaucy, Alain Giboin |
| 2016 | CICLING | Introducing Semantics in Short Text Classification. | Ameni Bouaziz, Clia da Costa Pereira, Christel Dartigues-Pallez, Frdric Precioso |
| 2016 | ICAISC | Frequent Closed Patterns Based Multiple Consensus Clustering. | Atheer Al-Najdi, Nicolas Pasquier, Frdric Precioso |
| 2016 | ICIP | Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. | A. Aly Halim, Christel Dartigues-Pallez, Frdric Precioso, Michel Riveill, Abderrahim Benslimane, Salma A. Ghoneim |
| 2016 | MODELS | Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. | Ccile Camillieri, Luca Parisi, Mireille Blay-Fornarino, Frdric Precioso, Michel Riveill, Jol Cancela Vaz |
| 2016 | SAC | Interactive generic learning method (IGLM): a new approach to interactive short text classification. | Ameni Bouaziz, Clia da Costa Pereira, Christel Dartigues-Pallez, Frdric Precioso |
| 2016 | SEKE | Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. | Atheer Al-Najdi, Nicolas Pasquier, Frdric Precioso |
| 2015 | ICIP | One gaze is worth ten thousand (key-)words. | Stphanie Lopez, Arnaud Revel, Diane Lingrand, Frdric Precioso |
| 2014 | DaWaK | Short Text Classification Using Semantic Random Forest. | Ameni Bouaziz, Christel Dartigues-Pallez, Clia da Costa Pereira, Frdric Precioso, Patrick Lloret |
| 2014 | ICIP | Statistical region-based active contour using optimization of alpha-divergence family for image segmentation. | Leila Meziou, Aymeric Histace, Frdric Precioso |
| 2012 | ESANN | Linear kernel combination using boosting. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |
| 2012 | ICASSP | Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations. | Leila Meziou, Aymeric Histace, Frdric Precioso |
| 2012 | ICIP | Boosting kernel combination for multi-class image categorization. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |
| 2012 | ICPR | Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. | Romaric Pighetti, Denis Pallez, Frdric Precioso |
| 2011 | CAIP | Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation. | Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frdric Precioso |
| 2011 | ICIP | 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, Frdric Precioso |
| 2011 | ICIP | Confocal microscopy segmentation using active contour based on (α)-divergence. | Leila Meziou, Aymeric Histace, Frdric Precioso, Bogdan J. Matuszewski, Mark F. Murphy |
| 2011 | ICIP | Efficient Bag-of-Feature kernel representation for image similarity search. | Frdric Precioso, Matthieu Cord, David Gorisse, Nicolas Thome |
| 2010 | ICIP | Scalable active learning strategy for object category retrieval. | David Gorisse, Matthieu Cord, Frdric Precioso |
| 2010 | ICIP | STTK-based video object recognition. | Shuji Zhao, Frdric Precioso, Matthieu Cord |
| 2010 | ICPR | Active Boosting for Interactive Object Retrieval. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |
| 2010 | MICCAI | Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions. | Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frdric Precioso, Judith Kilgallon, Christopher J. Moore |
| 2009 | ICIP | Optimization on active learning strategy for object category retrieval. | David Gorisse, Matthieu Cord, Frdric Precioso |
| 2009 | ICIP | Windows and facades retrieval using similarity on graph of contours. | Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frdric Precioso |
| 2009 | ICIP | Spatio-Temporal Tube Kernel for actor retrieval. | Shuji Zhao, Frdric Precioso, Matthieu Cord |
| 2009 | MVA | Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors. | Alexandre Devaux, Nicolas Paparoditis, Frdric Precioso, Bertrand Cannelle |
| 2008 | ICPR | Fast approximate kernel-based similarity search for image retrieval task. | David Gorisse, Matthieu Cord, Frdric Precioso, Sylvie Philipp-Foliguet |
| 2005 | ICIP | A genetic algorithm-based approach to knowledge-assisted video analysis. | Nikola Voisine, Stamatia Dasiopoulou, Frdric Precioso, Vasileios Mezaris, Ioannis Kompatsiaris, Michael G. Strintzis |
| 2003 | ICIP | Smoothing B-spline active contour for fast and robust image and video segmentation. | Frdric Precioso, Michel Barlaud, Thierry Blu, Michael Unser |
| 2002 | ICIP | Regular spatial B-spline active contour for fast video segmentation. | Frdric Precioso, Michel Barlaud |
| 2001 | ICIP | B-spline active contours for fast video segmentation. | Frdric Precioso, Michel Barlaud |