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Audio and Brain Research at Telecom ParisTech

Slim Essid
Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University, Sep 2016, Stanford, United States
Conference papers hal-02287866v1

Downbeat Detection with Conditional Random Fields and Deep Learned Features

Simon Durand , Slim Essid
International Society for Music Information Retrieval (ISMIR), Aug 2016, New York City, United States. pp.386-392
Conference papers hal-02288480v1

Mesh Reconstruction from a Point Cloud

Tamy Boubekeur
Digital Representations of the Real World: How to Capture, Model, and Render Visual Reality, CRC Press, 2015
Book sections hal-02286967v1
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Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization

Anas Barakat , Pascal Bianchi
Asian Conference on Machine Learning, Nov 2020, Bangkok, Thailand
Conference papers hal-02366337v2
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Mathematical Morphology on Hypergraphs: Preliminary Definitions and Results

Isabelle Bloch , Alain Bretto
Discrete Geometry for Computer Imagery 16th IAPR International Conference, DGCI 2011,, Apr 2011, Nancy, France. pp.429-440
Conference papers hal-01021442v1

Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach

Alessio Virzi , Pietro Gori , Cécile Muller , Eva Mille , Quoc Peyrot et al.
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617
Conference papers hal-02287947v1

Kindey Cortex Segmentation in 2D CT with U-Nets Ensemble Aggregation

Vincent Couteaux , S. Si-Mohamed , R. Renard-Penna , O. Nempont , T. Lefevre et al.
Diagnostic and Interventional Imaging, 2019, 100, pp.211-217
Journal articles hal-02288059v1

Bags-of-Daglets for Action Recognition

Ling Wang , Hichem Sahbi
International Conference on Image Processing, Oct 2014, Paris, France
Conference papers hal-02412105v1

Contextual kernel map learning for scene transduction

Dinh-Phong Vo , Hichem Sahbi
International Conference on Image Processing, Sep 2015, Quebec, Canada
Conference papers hal-02412185v1

ShellCam: Interactive Geometry-Aware Virtual Camera Control

Tamy Boubekeur
IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.4003-4007
Conference papers hal-01117093v1
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An empirical comparison of V -fold penalisation and cross-validation for model selection in distribution-free regression

Charanpal Dhanjal , Nicolas Baskiotis , Stéphan Clémençon , Nicolas Usunier
Pattern Analysis and Applications, 2016, 19 (1), pp.41-53. ⟨10.1007/s10044-014-0381-y⟩
Journal articles hal-01567869v1
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Data depth: computation, applications, and beyond

Pavlo Mozharovskyi
Statistics [stat]. Institut Polytechnique de Paris, 2022
Habilitation à diriger des recherches tel-03780415v1

A wavelet-based filtering approach to functional bipartite ranking

Stéphan Clémençon , Marine Depecker
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.777-780, ⟨10.1109/SSP.2011.5967819⟩
Conference papers hal-02107325v1
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L'émergence d'une nouvelle filière de formation : « data scientists »

Serge Abiteboul , François Bancilhon , François Bourdoncle , Stéphan Clémençon , Colin de La Higuera et al.
[Interne] INRIA Saclay; CEDRIC laboratory, CNAM-Paris, France. 2014
Reports hal-01092062v1
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Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation

Cyril Chhun , Pierre Colombo , Fabian M Suchanek , Chloé Clavel
29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea
Conference papers hal-03801053v1

Research on Nonnegative Matrix Factorisation at Telecom ParisTech

Slim Essid
Spotify Research Seminar, Aug 2016, New York, United States
Conference papers hal-02288525v1

Optimal two-step prediction in regression

Didier Chételat , Johannes Lederer , Joseph Salmon
Electronic Journal of Statistics , 2017, 11 (1), pp.2519-2546
Journal articles hal-02287614v1

Modèle de distraction pour la sélection séquentielle de contenu

Olivier Cappé , Claire Vernade
Journées de Statistiques, Jun 2016, Montpellier, France
Conference papers hal-02287453v1
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Nested Learning for Multi-Level Classification

Raphaël Achddou , J. Matias Di Martino , Guillermo Sapiro
ICASSP, Jun 2021, Toronto (virtuel), Canada
Conference papers hal-03177336v1
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Prédiction de l'occurrence d'une baisse de prix pour le conseil à l'achat d'un billet en ligne

Till Wohlfarth , Stéphan Clémençon , François Roueff , Xavier Casellato
GRETSI 2011, Sep 2011, Bordeaux, France
Conference papers hal-00665038v1

Explicit Context-Aware Kernel Map Learning for Image Annotation

Hichem Sahbi
International Conference on Computer Vision Systems, Jul 2013, Portland, United States
Conference papers hal-02412001v1

Learning Output Embeddings in Structured Prediction

Luc Brogat-Motte , Alessandro Rudi , Celine Brouard , Juho Rousu , Florence d'Alché-Buc et al.
Preprints, Working Papers, ... hal-03282445v1

HEMP: High-order entropy minimization for neural network compression

Enzo Tartaglione , Stéphane Lathuilière , Attilio Fiandrotti , Marco Cagnazzo , Marco Grangetto et al.
Neurocomputing, 2021, 461, pp.244-253. ⟨10.1016/j.neucom.2021.07.022⟩
Journal articles hal-03335988v1
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Hyper-parameter optimization in deep learning and transfer learning : applications to medical imaging

Hadrien Bertrand
Machine Learning [cs.LG]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLT001⟩
Theses tel-02089414v1

Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

Kiwon Um , Robert Brand , Fei Yun , Philipp Holl , Nils Thuerey et al.
Neural Information Processing Systems (NeurIPS), Dec 2020, Vancouver, Canada. pp.6111-6122
Conference papers hal-03142245v1

phiflow: A Differentiable PDE Solving Framework for Deep Learning via Physical Simulations

Philipp Holl , Vladlen Koltun , Kiwon Um , Nils Thuerey
NeurIPS Workshop, 2020
Other publications hal-03142278v1
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Extending Gossip Algorithms to Distributed Estimation of U-statistics

Igor Colin , Aurélien Bellet , Joseph Salmon , Stéphan Clémençon
Annual Conference on Neural Information Processing Systems (NIPS), Dec 2015, Montréal, Canada
Conference papers hal-01214665v1
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Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories

Gaël Guibon , Matthieu Labeau , Hélène Flamein , Luce Lefeuvre , Chloé Clavel et al.
1st Workshop on Meta Learning and Its Applications to Natural Language Processing, ACL 2021, Aug 2021, Bangkok, Thailand
Conference papers hal-03563675v1
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Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks

Gaël Guibon , Matthieu Labeau , Hélène Flamein , Luce Lefeuvre , Chloé Clavel et al.
The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Nov 2021, Punta Cana, Dominican Republic
Conference papers hal-03344680v1

Provably robust blind source separation of linear-quadratic near-separable mixtures

Christophe Kervazo , Nicolas Gillis , Nicolas Dobigeon
SIAM Journal on Imaging Sciences, 2021, 14 (4), pp.1848-1889. ⟨10.1137/20M1382878⟩
Journal articles hal-03319157v1