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CNRS TELECOM ParisTech at ImageCLEF 2015 Scalable Concept Image Annotation Task: Concept Detection with Blind Localization Proposals

Hichem Sahbi
CLEF conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Conference papers hal-02412188v1

Experiments on adaptation methods to improve acoustic modeling for French speech recognition

Saeideh Mirzaei , Pierrick Milhorat , Jérôme Boudy , Gérard Chollet , Mikko Kurimo et al.
ICPRAM 2016 : 5th International Conference on Pattern Recognition Applications and Methods, Feb 2016, Roma, Italy. pp.278 - 282, ⟨10.5220/0005703702780282⟩
Conference papers hal-01326151v1
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Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics

Stéphan Clémençon , Igor Colin , Aurélien Bellet
Journal of Machine Learning Research, 2016, 17 (76), pp.1-36
Journal articles hal-01327662v1
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Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints

Robin Vogel , Aurélien Bellet , Stéphan Clémençon
AISTATS 2021 - 24th International Conference on Artificial Intelligence and Statistics, 2021, Virtual, Unknown Region
Conference papers hal-03100014v2
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Le Filtrage Collaboratif vu comme un problème de Consensus d'Ordonnancements

Romaric Gaudel , Stéphan Clémençon
CAP - Conférence Francophone d'Apprentissage - 2011, May 2011, Chambéry, France. pp.167-182
Conference papers hal-00745652v1

Poisson noise reduction with non-local PCA

Joseph Salmon , Zachary Harmany , Charles-Alban Deledalle , Rebecca Willett
Journal of Mathematical Imaging and Vision, 2014, 48 (2), pp.279-294. ⟨10.1007/s10851-013-0435-6⟩
Journal articles hal-00957837v1
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Decoding perceptual thresholds from MEG/EEG

Yousra Bekhti , Nicolas Zilber , Fabian Pedregosa , Philippe Ciuciu , Virginie van Wassenhove et al.
Pattern Recoginition in Neuroimaging (PRNI) (2014), Jun 2014, Tubingen, Germany. p00
Conference papers hal-01032909v1
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CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification

Guillaume Delorme , Yihong Xu , Stéphane Lathuilière , Radu Horaud , Xavier Alameda-Pineda et al.
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4428-4435, ⟨10.1109/ICPR48806.2021.9412431⟩
Conference papers hal-02882285v1
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Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability

Fabien Collas , Ekhine Irurozki
38th International Conference on Machine Learning, Jul 2021, Online, France
Conference papers hal-03353642v1
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TRADI: Tracking deep neural network weight distributions

Gianni Franchi , Andrei Bursuc , Emanuel Aldea , Séverine Dubuisson , Isabelle Bloch et al.
16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France
Conference papers hal-02922336v1

Intelligence artificielle et reconnaissance des formes, vision, apprentissage pour la robotique

Isabelle Bloch , Régis Clouard , Marinette Revenu , Olivier Sigaud
L'Intelligence Artificielle : Frontières et Applications, Volume 3, série : Panorama de l'Intelligence Artificielle, Editions CEPADUES, 30 pp, 2014, 9782364930438
Book sections hal-00995039v1

Brain MRI Segmentation using Fully Convolutional Network and Transfer Learning

Yongchao Xu , Thierry Géraud , Elodie Puybareau , Isabelle Bloch
ISEG MICCAI Workshop, 2017, Québec, Canada
Conference papers hal-02287619v1

Segmentation des hyper-intensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage

Elodie Puybareau , Yongchao Xu , Joseph Chazalon , Isabelle Bloch , Thierry Géraud et al.
Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France
Conference papers hal-02287925v1
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Méthode d’analyse sémantique d’images combinant apprentissage profond et relations structurelles par appariement de graphes

Jérémy Chopin , Jean-Baptiste Fasquel , Harold Mouchère , Isabelle Bloch , Rozenn Dahyot et al.
Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020), Jun 2020, Angers, France
Conference papers hal-02882043v1

Removing objects from videos with a few strokes

Thuc Trinh Le , Andrés Almansa , Yann Gousseau , Simon Masnou
SIGGRAPH Asia 2018 Technical Briefs, Dec 2018, Tokyo, Japan. pp.1-4, ⟨10.1145/3283254.3283276⟩
Conference papers hal-02099051v1

Scalability of Stochastic Gradient Descent based on "Smart" Sampling Techniques

Stéphan Clémençon , Aurélien Bellet , Ons Jelassi , Guillaume Papa
INNS Conference on Big Data (INNS-BigData 2015), Aug 2015, San Francisco, United States
Conference papers hal-01430858v1
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Automatic Knee Meniscus Tear Detection and Orientation Classification with Mask-RCNN

Vincent Couteaux , S. Si-Mohamed , O. Nempont , T. Lefevre , A. Popoff et al.
Diagnostic and Interventional Imaging, 2019, 100, pp.235-242
Journal articles hal-02288060v1

White matter hyperintensities segmentation in a few seconds using fully convolutional network and transfer learning

Yongchao Xu , Thierry Géraud , Elodie Puybareau , Isabelle Bloch , Joseph Chazalon et al.
BrainLes MICCAI Workshop and WMH Challenge, 2017, Québec, Canada
Conference papers hal-02287735v1
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Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain–Computer Interfaces

Yuan Yang , Isabelle Bloch , Sylvain Chevallier , Joe Wiart
Cognitive Computation, 2016, 8 (3), pp.505-518. ⟨10.1007/s12559-015-9379-z⟩
Journal articles hal-01351620v1
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Early frame-based detection of acoustic scenes

Maxime Sangnier , Jérôme Gauthier , Alain Rakotomamonjy
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2015, Oct 2015, New Paltz, United States. pp.7336884, ⟨10.1109/WASPAA.2015.7336884⟩
Conference papers hal-01890049v1

An Extended Audio-Fingerprint Method with Capabilities for Similar Music Detection

Sébastien Fenet , Yves Grenier , Gael Richard
ISMIR, Nov 2013, Curitiba, Brazil. pp.569-574
Conference papers hal-02286820v1
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Training CNNs on speckled optical dataset for edge detection in SAR images

Chenguang Liu , Florence Tupin , Yann Gousseau
ISPRS Journal of Photogrammetry and Remote Sensing, 2020
Journal articles hal-02424315v6
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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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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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Comparison of distances for supervised segmentation of white matter tractography

Emanuele Olivetti , Giulia Bertò , Pietro Gori , Nusrat Sharmin , Paolo Avesani et al.
Pattern Recognition in Neuroimaging (PRNI), Jun 2017, Toronto, Canada. ⟨10.1109/PRNI.2017.7981502⟩
Conference papers hal-01576573v1
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First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise

Thanh Huy Nguyen , Umut Şimşekli , Mert Gürbüzbalaban , Gael Richard
33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada
Conference papers hal-02372376v1
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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

Consensual Clustering for Land Cover Mapping

M. Campedel , I. O. Kyrgyzov
IGARSS 2012, Jul 2012, Munich, Germany
Conference papers hal-02411890v1

Lip Animation Synthesis: a Unified Framework for Speaking and Laughing Virtual Agent

Yu Ding , Catherine Pelachaud
FAAVSP - The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing, Sep 2015, Vienna, Austria. pp.78-83
Conference papers hal-02412183v1

Point Morphology

Stéphane Calderon , Tamy Boubekeur
ACM Transactions on Graphics, 2014, 33 (4), pp.Art. 45
Journal articles hal-01117098v1