Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification
Seddiki, Khawla, Saudemont, Philippe, Precioso, Frédéric, Ogrinc, Nina, Wisztorski, Maxence, Salzet, Michel, Fournier, Isabelle, Droit, Arnaud
Published in Nature communications (05.11.2020)
Published in Nature communications (05.11.2020)
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BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks
Pelletier, Simon J, Leclercq, Mickaël, Roux-Dalvai, Florence, de Geus, Matthijs B, Leslie, Shannon, Wang, Weiwei, Lam, TuKiet T, Nairn, Angus C, Arnold, Steven E, Carlyle, Becky C, Precioso, Frédéric, Droit, Arnaud
Published in Nature communications (06.05.2024)
Published in Nature communications (06.05.2024)
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Semi-supervised consensus clustering based on closed patterns
Yang, Tianshu, Pasquier, Nicolas, Precioso, Frédéric
Published in Knowledge-based systems (10.01.2022)
Published in Knowledge-based systems (10.01.2022)
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DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning
Simões, Fanny, Bouveyron, Charles, Precioso, Frédéric
Published in Ecological informatics (01.07.2023)
Published in Ecological informatics (01.07.2023)
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Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection
Ohl, Louis, Mattei, Pierre-Alexandre, Bouveyron, Charles, Leclercq, Mickaël, Droit, Arnaud, Precioso, Frédéric
Published in Statistics and computing (01.10.2024)
Published in Statistics and computing (01.10.2024)
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TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos
Romero Rondon, Miguel Fabian, Sassatelli, Lucile, Aparicio-Pardo, Ramon, Precioso, Frederic
Published in IEEE transactions on pattern analysis and machine intelligence (2021)
Published in IEEE transactions on pattern analysis and machine intelligence (2021)
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Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario
D'Angelo, Stefano, Precioso, Frederic, Gandon, Fabien
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Hierarchical Multimodal Attention for Deep Video Summarization
Sanabria, Melissa, Precioso, Frederic, Menguy, Thomas
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
Locality-Sensitive Hashing for Chi2 Distance
Gorisse, D., Cord, M., Precioso, F.
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2012)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2012)
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Active Boosting for Interactive Object Retrieval
Lechervy, Alexis, Gosselin, Philippe-Henri, Precioso, Frédéric
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
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Conference Proceeding
Interpretable Neural-Symbolic Concept Reasoning
Barbiero, Pietro, Ciravegna, Gabriele, Giannini, Francesco, Mateo Espinosa Zarlenga, Magister, Lucie Charlotte, Tonda, Alberto, Lio', Pietro, Precioso, Frederic, Jamnik, Mateja, Marra, Giuseppe
Published in arXiv.org (22.05.2023)
Published in arXiv.org (22.05.2023)
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When DevOps Meets Meta-Learning: A Portfolio to Rule them all
Benni, Benjamin, Blay-Fornarino, Mireille, Mosser, Sebastien, Precioso, Frederic, Jungbluth, Gunther
Published in 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) (01.09.2019)
Published in 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) (01.09.2019)
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Conference Proceeding
Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system
Zhao, Shuji, Precioso, Frédéric, Cord, Matthieu
Published in Multimedia tools and applications (01.10.2011)
Published in Multimedia tools and applications (01.10.2011)
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Boosted kernel for image categorization
Lechervy, Alexis, Gosselin, Philippe-Henri, Precioso, Frédéric
Published in Multimedia tools and applications (01.03.2014)
Published in Multimedia tools and applications (01.03.2014)
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