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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
Imagerie médicale. Institut Polytechnique de Paris, 2021. Français. ⟨NNT : 2021IPPAT009⟩
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

Optimal mini-batch and step sizes for SAGA

Nidham Gazagnadou , Robert M. Gower , Joseph Salmon
2019
Preprints, Working Papers, ... hal-02005431v1

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

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

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

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

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

Patch-Based Stochastic Attention for Image Editing

Nicolas Cherel , Andrés Almansa , Yann Gousseau , Alasdair Newson
2022
Preprints, Working Papers, ... hal-03613698v1

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

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
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4851-4856, ⟨10.1109/ICPR48806.2021.9412884⟩
Conference papers hal-02882229v4

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
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, 28, pp.2638-2650. ⟨10.1109/TASLP.2020.3019642⟩
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
Traitement du texte et du document. Télécom ParisTech, 2014. Français. ⟨NNT : 2014ENST0002⟩
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 of Mathematical Imaging and Vision, 2020, 62 (3), pp.293-312. ⟨10.1007/s10851-019-00924-w⟩
Journal articles hal-02271281v1