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Input Output Kernel Regression
Celine Brouard
,
Florence d'Alché-Buc
,
Marie Szafranski
2015
Preprints, Working Papers, ...
hal-01216708v1
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A Data-Mining Approach to Travel Price Forecasting
Till Wohlfarth
,
Stéphan Clémençon
,
François Roueff
,
Xavier Casellato
ICMLA 2011, Dec 2011, Honolulu, United States
Conference papers
hal-00665041v1
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Supervised Symbolic Music Style Translation Using Synthetic Data
Ondřej Cífka
,
Umut Şimşekli
,
Gael Richard
20th International Society for Music Information Retrieval Conference (ISMIR), Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527878⟩
Conference papers
hal-02366954v1
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Apprentissage profond pour la segmentation et la détection automatique en imagerie multi-modale : application à l'oncologie hépatique
Vincent Couteaux
Theses
tel-03286740v1
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Synthetic images as a regularity prior for image restoration neural networks
Raphaël Achddou
,
Yann Gousseau
,
Saïd Ladjal
Eighth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM)., May 2021, Cabourg (virtuel), France
Conference papers
hal-03186499v1
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Optimal mini-batch and step sizes for SAGA
Nidham Gazagnadou
,
Robert M. Gower
,
Joseph Salmon
2019
Preprints, Working Papers, ...
hal-02005431v1
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Transductive Inference & Kernel Design for Object Class Segmentation
Dinh-Phong Vo
,
Hichem Sahbi
International Conference on Image Processing (ICIP), Oct 2012, Hong Kong, China
Conference papers
hal-02411929v1
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Génération d'une Signature d'un Signal Audio Musical
Sébastien Fenet
,
Yves Grenier
,
Gael Richard
France, N° de brevet: 1351752. SF:PATENT-2013. 2013
Patents
hal-02412531v1
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Discriminant canonical correlation analysis for interactive satellite image change detection
Hichem Sahbi
International Geo-science and remote sensing symposium (IGARSS), Jul 2015, Milan, Italy
Conference papers
hal-02412186v1
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Ground Navigation in 3D Scenes using Simple Body Motions
Parinya Punpongsanon
,
Emilie Guy
,
Tamy Boubekeur
,
Daisuke Iwai
,
Kosuke Sato
et al.
International Conference on Artificial Reality and Telexistence - Demo Program, Dec 2014, Bremen, Germany. pp.19-20
Conference papers
hal-01117082v1
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Data sparse nonparametric regression with epsilon-insensitive losses
Maxime Sangnier
,
Olivier Fercoq
,
Florence d'Alché-Buc
9th Asian Conference on Machine Learning (ACML 2017), Nov 2017, Séoul, South Korea. pp.192-207
Conference papers
hal-01593459v1
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CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS
Gabriel Meseguer-Brocal
,
Geoffroy Peeters
Proceedings of the 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527766⟩
Conference papers
hal-02448917v1
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Context-Dependent Logo Matching and Recognition
Hichem Sahbi
,
Lamberto Ballan
,
Giuseppe Serra
,
Alberto Del-Bimbo
IEEE Transactions on Image Processing, 2013, 22 (3)
Journal articles
hal-02286550v1
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Patch-Based Stochastic Attention for Image Editing
Nicolas Cherel
,
Andrés Almansa
,
Yann Gousseau
,
Alasdair Newson
2022
Preprints, Working Papers, ...
hal-03613698v1
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Multiview Approaches to Event Detection and Scene Analysis
Slim Essid
,
Sanjeel Parekh
,
Ngoc Q. K. Duong
,
Romain Serizel
,
Alexey Ozerov
et al.
Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, 2017
Book sections
hal-02287697v1
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Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks
Yunxiang Zhang
,
Samy Blusseau
,
Santiago Velasco-Forero
,
Isabelle Bloch
,
Jesus Angulo
et al.
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
Conference papers
hal-02071450v2
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Segmentation d’IRM de cerveaux de nouveau-nés en quelques secondes à l’aide d’un réseau de neurones convolutif pseudo-3D et de transfert d’apprentissage
Yongchao Xu
,
Thierry Géraud
,
Isabelle Bloch
GRETSI, 2017, Juan-les-Pins, France
Conference papers
hal-02287604v1
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Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
Gianni Franchi
,
Andrei Bursuc
,
Emanuel Aldea
,
Séverine Dubuisson
,
Isabelle Bloch
et al.
NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada
Conference papers
hal-03097035v2
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Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children
Romain Serizel
,
Diego Giuliani
Natural Language Engineering, 2016, 1, pp.0 - 0
Journal articles
hal-01390905v1
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Learning Visual Voice Activity Detection with an Automatically Annotated Dataset
Sylvain Guy
,
Stéphane Lathuilière
,
Pablo Mesejo
,
Radu Horaud
Conference papers
hal-02882229v4
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DESIGNING RELEVANT FEATURES FOR VISUAL SPEECH RECOGNITION
Eric Benhaim
,
Hichem Sahbi
,
Guillaume Vitte
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada
Conference papers
hal-02411997v1
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Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
Ondřej Cífka
,
Umut Şimşekli
,
Gael Richard
Journal articles
hal-02923548v2
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Reconnaissance de textes manuscrits par modèles de Markov cachés et réseaux de neurones récurrents : application à l'écriture latine et arabe
Olivier Morillot
Theses
tel-03677609v1
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau
,
Mathurin Massias
,
Alexandre Gramfort
,
Pierre Ablin
,
Pierre-Antoine Bannier
et al.
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03830604v1
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Learning the Graph of Relations Among Multiple Tasks
Andreas Argyriou
,
Stéphan Clémençon
,
Ruocong Zhang
[Research Report] 2013
Reports
hal-00940321v1
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Processing Simple Geometric Attributes with Autoencoders
Alasdair Newson
,
Andrés Almansa
,
Yann Gousseau
,
Saïd Ladjal
Journal articles
hal-02271281v1
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