| 2024 | AISTATS | Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. | Kais Hariz, Hachem Kadri, Stphane Ayache, Maher Moakher, Thierry Artires |
| 2024 | IJCNN | Measuring hallucination in disentangled representations. | Hamed Benazha, Stphane Ayache, Hachem Kadri, Thierry Artires |
| 2023 | ICIP | DP-Net: Learning Discriminative Parts for Image Recognition. | Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stphane Ayache, Thierry Artires |
| 2022 | ICML | Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. | Kais Hariz, Hachem Kadri, Stphane Ayache, Maher Moakher, Thierry Artires |
| 2021 | IJCNN | PSM-nets: Compressing Neural Networks with Product of Sparse Matrices. | Luc Giffon, Stphane Ayache, Hachem Kadri, Thierry Artires, Ronan Sicre |
| 2021 | IJCNN | Implicit Regularization in Deep Tensor Factorization. | Paolo Milanesi, Hachem Kadri, Stphane Ayache, Thierry Artires |
| 2020 | IJCNN | Transfer Learning by Weighting Convolution. | Stphane Ayache, Ronan Sicre, Thierry Artires |
| 2020 | IJCNN | Mapping individual differences in cortical architecture using multi-view representation learning. | Akrem Sellami, Franois-Xavier Dup, Bastien Cagna, Hachem Kadri, Stphane Ayache, Thierry Artires, Sylvain Takerkart |
| 2019 | IJCNN | Deep Networks with Adaptive Nystrm Approximation. | Luc Giffon, Stphane Ayache, Thierry Artires, Hachem Kadri |
| 2018 | ESANN | transferring style in motion capture sequences with adversarial learning. | Qi Wang, Mickal Chen, Thierry Artires, Ludovic Denoyer |
| 2018 | ICLR | Multi-View Data Generation Without View Supervision. | Mickal Chen, Ludovic Denoyer, Thierry Artires |
| 2017 | IVA | Motion Capture Synthesis with Adversarial Learning. | Qi Wang, Thierry Artires |
| 2016 | ICONIP | Recurrent Neural Networks for Adaptive Feature Acquisition. | Gabriella Contardo, Ludovic Denoyer, Thierry Artires |
| 2016 | IJCNN | A probabilistic prior knowledge integration method: Application to generative and discriminative models. | Nataliya Sokolovska, Thierry Artires |
| 2016 | Interspeech | Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding. | Jrmie Tafforeau, Frdric Bchet, Thierry Artires, Benot Favre |
| 2016 | IDA | Sequential Cost-Sensitive Feature Acquisition. | Gabriella Contardo, Ludovic Denoyer, Thierry Artires |
| 2015 | ESANN | Designing semantic feature spaces for brain-reading. | Luepol Pipanmaekaporn, Ludmilla Tajtelbom, Vincent Guigue, Thierry Artires |
| 2015 | Interspeech | Adapting lexical representation and OOV handling from written to spoken language with word embedding. | Jrmie Tafforeau, Thierry Artires, Benot Favre, Frdric Bchet |
| 2014 | EMNLP | An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences. | Diego Marcheggiani, Thierry Artires |
| 2014 | IVA | Upper Body Animation Synthesis for a Laughing Character. | Yu Ding, Jing Huang, Nesrine Fourati, Thierry Artires, Catherine Pelachaud |
| 2014 | WSDM | Web-scale classification: web classification in the big data era. | Ioannis Partalas, Massih-Reza Amini, Ion Androutsopoulos, Thierry Artires, Patrick Gallinari, ric Gaussier, Georgios Paliouras |
| 2013 | CAIP | Maximizing Edit Distance Accuracy with Hidden Conditional Random Fields. | Antoine Vinel, Thierry Artires |
| 2013 | ICASSP | Speech-driven eyebrow motion synthesis with contextual Markovian models. | Yu Ding, Mathieu Radenen, Thierry Artires, Catherine Pelachaud |
| 2013 | IVA | Modeling Multimodal Behaviors from Speech Prosody. | Yu Ding, Catherine Pelachaud, Thierry Artires |
| 2012 | ICASSP | Contextual Hidden Markov Models. | Mathieu Radenen, Thierry Artires |
| 2012 | ICIP | Contextual detection of drawn symbols in old maps. | Jonathan Guyomard, Nicolas Thome, Matthieu Cord, Thierry Artires |
| 2012 | ICONIP | Matrix Pseudoinversion for Image Neural Processing. | Rossella Cancelliere, Mario Gai, Thierry Artires, Patrick Gallinari |
| 2012 | ICWE | Online Change Estimation Models for Dynamic Web Resources - A Case-Study of RSS Feed Refresh Strategies. | Roxana Horincar, Bernd Amann, Thierry Artires |
| 2011 | ESANN | Hybrid HMM and HCRF model for sequence classification. | Yann Soullard, Thierry Artires |
| 2011 | ICDAR | Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction. | Antoine Vinel, Trinh Minh Tri Do, Thierry Artires |
| 2010 | WISE | Best-Effort Refresh Strategies for Content-Based RSS Feed Aggregation. | Roxana Horincar, Bernd Amann, Thierry Artires |
| 2009 | CAIP | Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. | Volkmar Frinken, Tim Peter, Andreas Fischer, Horst Bunke, Trinh Minh Tri Do, Thierry Artires |
| 2009 | ICDAR | Maximum Margin Training of Gaussian HMMs for Handwriting Recognition. | Trinh Minh Tri Do, Thierry Artires |
| 2009 | ICML | Large margin training for hidden Markov models with partially observed states. | Trinh Minh Tri Do, Thierry Artires |
| 2006 | ECAI | Polynomial Conditional Random Fields for Signal Processing. | Trinh Minh Tri Do, Thierry Artires |
| 2006 | ECAI | Patch Learning for Incremental Classifier Design. | Rudy Sicard, Thierry Artires, Eric Petit |
| 2005 | IJCAI | Automatic learning of domain model for personalized hypermedia applications. | Hermine Njike Fotzo, Thierry Artires, Patrick Gallinari, Julien Blanchard, Guillaume Letellier |
| 2004 | ECAI | A Model-Based Approach to Sequence Clustering. | Henri Binsztok, Thierry Artires, Patrick Gallinari |
| 2004 | ICFHR | Learning HMM structure for on-line handwriting modelization. | Henri Binsztok, Thierry Artires |
| 2004 | ICFHR | On-line handwritten documents segmentation. | Julien Blanchard, Thierry Artires |
| 2004 | ICFHR | Handling spatial information in on-line handwriting recognition. | Sanparith Marukatat, Thierry Artires |
| 2004 | ICFHR | A generic approach for on-line handwriting recognition. | Sanparith Marukatat, Thierry Artires, Patrick Gallinari |
| 2003 | ICANN | Classification and Tracking of Hypermedia Navigation Patterns. | Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frdric Piat, Thierry Artires |
| 2003 | ICDAR | A Flexible Recognition Engine for Complex On-line Handwritten Character Recognition. | Sanparith Marukatat, Rudy Sicard, Thierry Artires, Patrick Gallinari |
| 2002 | ICFHR | Stroke level HMMs for on-line handwriting recognition. | Thierry Artires, Patrick Gallinari |
| 2002 | ICFHR | Rejection measures for handwriting sentence recognition. | Sanparith Marukatat, Thierry Artires, Patrick Gallinari, Bernadette Dorizzi |
| 2002 | ICMI | Data Driven Design of an ANN/HMM System for On-line Unconstrained Handwritten Character Recognition. | Haifeng Li, Thierry Artires, Patrick Gallinari |
| 2002 | ICMI | State Sharing in a Hybrid Neuro-Markovian On-Line Handwriting Recognition System through a Simple Hierarchical Clustering Algorithm. | Haifeng Li, Thierry Artires, Patrick Gallinari |
| 2001 | ICDAR | Strategies for Combining On-line and Off-line Information in an On-line Handwriting Recognition System. | Nadji Gauthier, Thierry Artires, Patrick Gallinari, Bernadette Dorizzi |
| 2001 | ICDAR | Sentence Recognition through Hybrid Neuro-Markovian Modeling. | Sanparith Marukatat, Thierry Artires, Patrick Gallinari, Bernadette Dorizzi |
| 2000 | ICPR | Multi-Modal Segmental Models for On-Line Handwriting Recognition. | Thierry Artires, J.-M. Marchand, Patrick Gallinari, Bernadette Dorizzi |
| 1995 | Interspeech | Multi-state predictive neural networks for text-independent speaker recognition. | Thierry Artires, Patrick Gallinari |
| 1993 | Interspeech | Neural models for extracting speaker characteristics in speech modelization systems. | Thierry Artires, Patrick Gallinari |