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2020 – today
- 2024
[j16]Malek Senoussi, Thierry Artières
, Paul Villoutreix:
Partial label learning for automated classification of single-cell transcriptomic profiles. PLoS Comput. Biol. 20(4): 1012006 (2024)- [c75]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. AISTATS 2024: 2359-2367 - [c74]Hamed Benazha, Stéphane Ayache, Hachem Kadri, Thierry Artières:
Measuring hallucination in disentangled representations. IJCNN 2024: 1-8 - [i11]Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières:
DP-Net: Learning Discriminative Parts for image recognition. CoRR abs/2404.15037 (2024) - [i10]Malek Senoussi, Thierry Artières, Paul Villoutreix:
Hierarchical novel class discovery for single-cell transcriptomic profiles. CoRR abs/2409.05937 (2024) - 2023
- [j15]Manuel F. López-Vizcaíno, Francisco Javier Nóvoa, Thierry Artières, Fidel Cacheda:
Site Agnostic Approach to Early Detection of Cyberbullying on Social Media Networks. Sensors 23(10): 4788 (2023) - [c73]Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières:
DP-Net: Learning Discriminative Parts for Image Recognition. ICIP 2023: 1230-1234 - 2022
- [c72]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. ICML 2022: 8484-8501 - [i9]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. CoRR abs/2207.08942 (2022) - 2021
- [c71]Luc Giffon, Stéphane Ayache, Hachem Kadri, Thierry Artières, Ronan Sicre:
PSM-nets: Compressing Neural Networks with Product of Sparse Matrices. IJCNN 2021: 1-8 - [c70]Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières:
Implicit Regularization in Deep Tensor Factorization. IJCNN 2021: 1-8 - [i8]Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières:
Implicit Regularization in Deep Tensor Factorization. CoRR abs/2105.01346 (2021) - 2020
- [j14]Qi Wang, Thierry Artières, Sylvain Takerkart:
Inter-subject pattern analysis for multivariate group analysis of functional neuroimaging. A unifying formalization. Comput. Methods Programs Biomed. 197: 105730 (2020) - [j13]Qi Wang, Thierry Artières, Mickaël Chen, Ludovic Denoyer:
Adversarial learning for modeling human motion. Vis. Comput. 36(1): 141-160 (2020) - [c69]Stéphane Ayache, Ronan Sicre, Thierry Artières:
Transfer Learning by Weighting Convolution. IJCNN 2020: 1-8 - [c68]Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. IJCNN 2020: 1-8 - [i7]Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. CoRR abs/2004.02804 (2020)
2010 – 2019
- 2019
- [c67]Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri:
Deep Networks with Adaptive Nyström Approximation. IJCNN 2019: 1-8 - [c66]Mickaël Chen, Thierry Artières, Ludovic Denoyer:
Unsupervised Object Segmentation by Redrawing. NeurIPS 2019: 12705-12716 - [i6]Mickaël Chen, Thierry Artières, Ludovic Denoyer:
Unsupervised Object Segmentation by Redrawing. CoRR abs/1905.13539 (2019) - [i5]Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri:
Deep Networks with Adaptive Nyström Approximation. CoRR abs/1911.13036 (2019) - 2018
- [c65]Qi Wang, Mickaël Chen, Thierry Artières, Ludovic Denoyer:
transferring style in motion capture sequences with adversarial learning. ESANN 2018 - [c64]Mickaël Chen, Ludovic Denoyer, Thierry Artières:
Multi-View Data Generation Without View Supervision. ICLR (Poster) 2018 - 2017
- [c63]Qi Wang, Thierry Artières:
Motion Capture Synthesis with Adversarial Learning. IVA 2017: 467-470 - [c62]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
A Meta-Learning Approach to One-Step Active-Learning. AutoML@PKDD/ECML 2017: 28-40 - [i4]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
A Meta-Learning Approach to One-Step Active Learning. CoRR abs/1706.08334 (2017) - [i3]Mickaël Chen, Ludovic Denoyer, Thierry Artières:
Multi-View Data Generation Without View Supervision. CoRR abs/1711.00305 (2017) - 2016
- [j12]Olivier Dufour, Benoît Gineste, Yves Bas, Matthieu Le Corre, Thierry Artières:
First automatic passive acoustic tool for monitoring two species of procellarides (Pterodroma baraui and Puffinus bailloni) on Reunion Island, Indian Ocean. Ecol. Informatics 35: 55-60 (2016) - [c61]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
Recurrent Neural Networks for Adaptive Feature Acquisition. ICONIP (3) 2016: 591-599 - [c60]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
Sequential Cost-Sensitive Feature Acquisition. IDA 2016: 284-294 - [c59]Nataliya Sokolovska, Thierry Artières:
A probabilistic prior knowledge integration method: Application to generative and discriminative models. IJCNN 2016: 4496-4503 - [c58]Jérémie Tafforeau, Frédéric Béchet, Thierry Artières, Benoît Favre:
Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding. INTERSPEECH 2016: 3260-3264 - [c57]Qi Wang, Thierry Artières, Yu Ding:
Learning Activity Patterns Performed With Emotion. MOCO 2016: 37:1-37:4 - [i2]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
Sequential Cost-Sensitive Feature Acquisition. CoRR abs/1607.03691 (2016) - 2015
- [j11]George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras:
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. 16: 138:1-138:28 (2015) - [j10]Roxana Horincar, Bernd Amann, Thierry Artières:
Online refresh strategies for content based feed aggregation. World Wide Web 18(4): 913-947 (2015) - [c56]Luepol Pipanmaekaporn, Ludmilla Tajtelbom, Vincent Guigue, Thierry Artières:
Designing semantic feature spaces for brain-reading. ESANN 2015 - [c55]Jérémie Tafforeau, Thierry Artières, Benoît Favre, Frédéric Béchet:
Adapting lexical representation and OOV handling from written to spoken language with word embedding. INTERSPEECH 2015: 1408-1412 - [c54]Gabriella Contardo, Ludovic Denoyer, Thierry Artières:
Representation Learning for cold-start recommendation. ICLR (Workshop) 2015 - [i1]Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artières, George Paliouras, Éric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Gallinari:
LSHTC: A Benchmark for Large-Scale Text Classification. CoRR abs/1503.08581 (2015) - 2014
- [j9]Mathieu Radenen, Thierry Artières:
Handling signal variability with contextual markovian models. Pattern Recognit. Lett. 35: 236-245 (2014) - [j8]Yann Soullard, Martin Saveski, Thierry Artières:
Joint semi-supervised learning of Hidden Conditional Random Fields and Hidden Markov Models. Pattern Recognit. Lett. 37: 161-171 (2014) - [c53]Yu Ding, Ken Prepin, Jing Huang, Catherine Pelachaud, Thierry Artières:
Laughter animation synthesis. AAMAS 2014: 773-780 - [c52]Diego Marcheggiani, Thierry Artières:
An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences. EMNLP 2014: 898-906 - [c51]Yu Ding, Jing Huang, Nesrine Fourati, Thierry Artières, Catherine Pelachaud:
Upper Body Animation Synthesis for a Laughing Character. IVA 2014: 164-173 - [c50]Ioannis Partalas, Massih-Reza Amini, Ion Androutsopoulos, Thierry Artières, Patrick Gallinari, Éric Gaussier, Georgios Paliouras:
Web-scale classification: web classification in the big data era. WSDM 2014: 687-688 - [c49]Gabriella Contardo, Ludovic Denoyer, Thierry Artières, Patrick Gallinari:
Learning States Representations in POMDP. ICLR (Workshop Poster) 2014 - 2013
- [c48]Antoine Vinel, Thierry Artières:
Maximizing Edit Distance Accuracy with Hidden Conditional Random Fields. CAIP (1) 2013: 45-53 - [c47]François-Marie Giraud, Thierry Artières:
Bagging de caractéristiques pour l'authentification d'auteur. CORIA 2013: 291-306 - [c46]Yu Ding, Mathieu Radenen, Thierry Artières, Catherine Pelachaud:
Speech-driven eyebrow motion synthesis with contextual Markovian models. ICASSP 2013: 3756-3760 - [c45]Yu Ding, Catherine Pelachaud, Thierry Artières:
Modeling Multimodal Behaviors from Speech Prosody. IVA 2013: 217-228 - [c44]Moustapha Cissé, Nicolas Usunier, Thierry Artières, Patrick Gallinari:
Robust Bloom Filters for Large MultiLabel Classification Tasks. NIPS 2013: 1851-1859 - 2012
- [j7]Trinh Minh Tri Do, Thierry Artières:
Regularized bundle methods for convex and non-convex risks. J. Mach. Learn. Res. 13: 3539-3583 (2012) - [c43]George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Éric Gaussier, Patrick Gallinari, Thierry Artières, Michael R. Alvers, Matthias Zschunke, Axel-Cyrille Ngonga Ngomo:
BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text 2012 - [c42]François-Marie Giraud, Thierry Artières:
Feature Bagging for Author Attribution. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c41]Mathieu Radenen, Thierry Artières:
Contextual Hidden Markov Models. ICASSP 2012: 2113-2116 - [c40]Jonathan Guyomard, Nicolas Thome, Matthieu Cord, Thierry Artières:
Contextual detection of drawn symbols in old maps. ICIP 2012: 837-840 - [c39]Rossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari:
Matrix Pseudoinversion for Image Neural Processing. ICONIP (5) 2012: 116-125 - [c38]Roxana Horincar, Bernd Amann, Thierry Artières:
Online Change Estimation Models for Dynamic Web Resources - A Case-Study of RSS Feed Refresh Strategies. ICWE 2012: 395-410 - [c37]Moustapha Cissé, Thierry Artières, Patrick Gallinari:
Learning Compact Class Codes for Fast Inference in Large Multi Class Classification. ECML/PKDD (1) 2012: 506-520 - 2011
- [j6]Trinh Minh Tri Do, Thierry Artières:
Modèle hybride champ markovien conditionnel et réseau de neurones profond. Document Numérique 14(2): 11-27 (2011) - [c36]Yann Soullard, Thierry Artières:
Hybrid HMM and HCRF model for sequence classification. ESANN 2011 - [c35]Antoine Vinel, Trinh Minh Tri Do, Thierry Artières:
Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction. ICDAR 2011: 513-517 - [c34]Yann Soullard, Thierry Artières:
Iterative Refinement of HMM and HCRF for Sequence Classification. PSL 2011: 92-95 - 2010
- [c33]Roxana Horincar, Bernd Amann, Thierry Artières:
Best-Effort Refresh Strategies for Content-Based RSS Feed Aggregation. WISE 2010: 262-270 - [c32]Trinh Minh Tri Do, Thierry Artières:
Neural conditional random fields. AISTATS 2010: 177-184
2000 – 2009
- 2009
- [j5]Rudy Sicard, Thierry Artières:
Modelling sequences using pairwise relational features. Pattern Recognit. 42(9): 1922-1931 (2009) - [j4]Trinh Minh Tri Do, Thierry Artières:
Learning mixture models with support vector machines for sequence classification and segmentation. Pattern Recognit. 42(12): 3224-3230 (2009) - [c31]Volkmar Frinken, Tim Peter, Andreas Fischer, Horst Bunke, Trinh Minh Tri Do, Thierry Artières:
Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. CAIP 2009: 189-196 - [c30]Trinh Minh Tri Do, Thierry Artières:
Maximum Margin Training of Gaussian HMMs for Handwriting Recognition. ICDAR 2009: 976-980 - [c29]Trinh Minh Tri Do, Thierry Artières:
Large margin training for hidden Markov models with partially observed states. ICML 2009: 265-272 - [p1]Henri Binsztok, Thierry Artières:
Learning Model Structure from Data: an Application to on-Line Handwriting. Progress in Computer Vision and Image Analysis 2009: 207-230 - 2008
- [j3]Rudy Sicard, Thierry Artières, Eric Petit:
Learning iteratively a classifier with the Bayesian Model Averaging Principle. Pattern Recognit. 41(3): 930-938 (2008) - [c28]Trinh Minh Tri Do, Thierry Artières:
Optimisation du Primal pour les SVM. EGC 2008: 273-284 - [c27]Trinh Minh Tri Do, Thierry Artières:
A Fast Method for Training Linear SVM in the Primal. ECML/PKDD (1) 2008: 272-287 - 2007
- [j2]Thierry Artières, Sanparith Marukatat, Patrick Gallinari:
Online Handwritten Shape Recognition Using Segmental Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 29(2): 205-217 (2007) - [c26]Juliette Brézillon, Patrick Brézillon, Thierry Artières, Charles Tijus:
Context-Based Intelligent Educational System for Car Drivers. ICEIS (2) 2007: 403-406 - [c25]Thierry Artières:
User Modeling and Machine Learning: A Survey. NATO ASI Mining Massive Data Sets for Security 2007: 76-84 - 2006
- [c24]Trinh Minh Tri Do, Thierry Artières:
Polynomial Conditional Random Fields for Signal Processing. ECAI 2006: 797-798 - [c23]Rudy Sicard, Thierry Artières, Eric Petit:
Patch Learning for Incremental Classifier Design. ECAI 2006: 807-808 - [c22]Trinh Minh Tri Do, Thierry Artières:
Champs de Markov conditionnels pour le traitement de séquences. EGC 2006: 639-650 - 2005
- [c21]Hermine Njike Fotzo, Thierry Artières, Patrick Gallinari, Julien Blanchard, Guillaume Letellier:
Apprentissage d'une hiérarchie de concepts pour la conception de modèles de domaine d'hypermédias. EGC (Ateliers) 2005: 125-130 - [c20]Trinh Minh Tri Do, Thierry Artières, Patrick Gallinari:
Sélection de modèles par des méthodes à noyaux pour la classification de données séquentielles. EGC 2005: 165-176 - [c19]Julien Blanchard, Bertrand Petitjean, Thierry Artières, Patrick Gallinari:
Un système d'aide à la navigation dans des hypermédias. EGC 2005: 281-292 - [c18]Hermine Njike Fotzo, Thierry Artières, Patrick Gallinari, Julien Blanchard, Guillaume Letellier:
Automatic learning of domain model for personalized hypermedia applications. IJCAI 2005: 1624-1625 - 2004
- [c17]Henri Binsztok, Thierry Artières, Patrick Gallinari:
A Model-Based Approach to Sequence Clustering. ECAI 2004: 420-424 - [c16]Sanparith Marukatat, Thierry Artières:
Handling spatial information in on-line handwriting recognition. IWFHR 2004: 14-19 - [c15]Julien Blanchard, Thierry Artières:
On-line handwritten documents segmentation. IWFHR 2004: 148-153 - [c14]Sanparith Marukatat, Thierry Artières, Patrick Gallinari:
A generic approach for on-line handwriting recognition. IWFHR 2004: 401-406 - [c13]Henri Binsztok, Thierry Artières:
Learning HMM structure for on-line handwriting modelization. IWFHR 2004: 407-412 - 2003
- [j1]Thierry Artières, Nadji Gauthier, Patrick Gallinari, Bernadette Dorizzi:
A Hidden Markov Models combination framework for handwriting recognition. Int. J. Document Anal. Recognit. 5(4): 233-243 (2003) - [c12]Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières, Patrick Gallinari:
Apprentissage de comportements utilisateurs de produits hypermédias. EGC 2003: 423-436 - [c11]Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières:
Classification and Tracking of Hypermedia Navigation Patterns. ICANN 2003: 891-900 - [c10]Sanparith Marukatat, Rudy Sicard, Thierry Artières, Patrick Gallinari:
A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition. ICDAR 2003: 1048-1052 - 2002
- [c9]Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi:
Rejection measures for handwriting sentence recognition. IWFHR 2002: 24-29 - [c8]Thierry Artières, Patrick Gallinari:
Stroke level HMMs for on-line handwriting recognition. IWFHR 2002: 227-232 - [c7]Haifeng Li, Thierry Artières, Patrick Gallinari:
Data Driven Design of an ANN/HMM System for On-line Unconstrained Handwritten Character Recognition. ICMI 2002: 149-154 - [c6]Haifeng Li, Thierry Artières, Patrick Gallinari:
State Sharing in a Hybrid Neuro-Markovian On-Line Handwriting Recognition System through a Simple Hierarchical Clustering Algorithm. ICMI 2002: 203-210 - 2001
- [c5]Nadji Gauthier, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi:
Strategies for Combining On-line and Off-line Information in an On-line Handwriting Recognition System. ICDAR 2001: 412-416 - [c4]Sanparith Marukatat, Thierry Artières, Patrick Gallinari, Bernadette Dorizzi:
Sentence Recognition through Hybrid Neuro-Markovian Modeling. ICDAR 2001: 731-737 - 2000
- [c3]Thierry Artières, J.-M. Marchand, Patrick Gallinari, Bernadette Dorizzi:
Multi-Modal Segmental Models for On-Line Handwriting Recognition. ICPR 2000: 2247-2250
1990 – 1999
- 1995
- [c2]Thierry Artières, Patrick Gallinari:
Multi-state predictive neural networks for text-independent speaker recognition. EUROSPEECH 1995: 633-636 - 1993
- [c1]Thierry Artières, Patrick Gallinari:
Neural models for extracting speaker characteristics in speech modelization systems. EUROSPEECH 1993: 2263-2266
Coauthor Index
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