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Bioinformatics (Oxford, England)|February 13, 2019
Biological sequence modeling with convolutional kernel networksDexiong Chen, Laurent Jacob, Julien Mairal
Bioinformatics (Oxford, England)|May 13, 2014
Efficient RNA isoform identification and quantification from RNA-Seq data with network flowsElsa Bernard, Laurent Jacob, Julien Mairal, et al.
BMC Bioinformatics|August 20, 2015
A convex formulation for joint RNA isoform detection and quantification from multiple RNA-seq samplesElsa Bernard, Laurent Jacob, Julien Mairal, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|December 28, 2019
On the Importance of Visual Context for Data Augmentation in Scene UnderstandingNikita Dvornik, Julien Mairal, Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence|August 3, 2011
Task-driven dictionary learningJulien Mairal, Francis Bach, Jean Ponce
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|January 31, 2008
Sparse representation for color image restorationJulien Mairal, Michael Elad, Guillermo Sapiro
Plos Computational Biology|May 3, 2021
Extracting representations of cognition across neuroimaging studies improves brain decodingArthur Mensch, Julien Mairal, Bertrand Thirion, et al.
Molecular Biology and Evolution|June 23, 2018
Loter: A Software Package to Infer Local Ancestry for a Wide Range of SpeciesThomas Dias-Alves, Julien Mairal, Michael G B Blum
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|August 8, 2023
Entropic Descent Archetypal Analysis for Blind Hyperspectral UnmixingAlexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, et al.
Bioinformatics (Oxford, England)|October 29, 2025
Endowing protein language models with structural knowledgePhilip Hartout, Dexiong Chen, Paolo Pellizzoni, et al.
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