Stéphane Ayache

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 37

Top Topics

Tensor Factorization

Semantic Indexing

Image Recognition

Top Venues

Publications

Felipe Torres, Hanwei Zhang, Ronan Sicre, Stéphane Ayache, Yannis Avrithis
CA-Stream: Attention-based pooling for interpretable image recognition. CoRR (2024)
Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières
DP-Net: Learning Discriminative Parts for image recognition. CoRR (2024)
Rémi Eyraud, Stéphane Ayache
Distillation of weighted automata from recurrent neural networks using a spectral approach. Mach. Learn. 113 (5) (2024)
Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. AISTATS (2024)
Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
A Learning Paradigm for Interpretable Gradients. VISIGRAPP (3): VISAPP (2024)
Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
A Learning Paradigm for Interpretable Gradients. CoRR (2024)
Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
Opti-CAM: Optimizing saliency maps for interpretability. Comput. Vis. Image Underst. 248 (2024)
Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
Opti-CAM: Optimizing saliency maps for interpretability. CoRR (2023)
Ronan Sicre, Hanwei Zhang, J. Dejasmin, C. Daaloul, Stéphane Ayache, Thierry Artières
DP-Net: Learning Discriminative Parts for Image Recognition. ICIP (2023)
Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. ICMI Companion (2023)
Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. CoRR (2023)
Emmanuelle Salin, Stéphane Ayache, Benoît Favre
Towards an Exhaustive Evaluation of Vision-Language Foundation Models. ICCV (Workshops) (2023)
Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP (2022)
Alice Delbosc, Magalie Ochs, Stéphane Ayache
Automatic facial expressions, gaze direction and head movements generation of a virtual agent. ICMI Companion (2022)
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13 (2) (2022)
Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? CoRR (2022)
Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. CoRR (2022)
Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. ICML (2022)
Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoît Favre
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective. AAAI (2022)
Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières
Implicit Regularization in Deep Tensor Factorization. IJCNN (2021)
Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières
Implicit Regularization in Deep Tensor Factorization. CoRR (2021)
Luc Giffon, Stéphane Ayache, Hachem Kadri, Thierry Artières, Ronan Sicre
PSM-nets: Compressing Neural Networks with Product of Sparse Matrices. IJCNN (2021)
Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR (2021)
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)
Philipp O. Tsvetkov, Rémi Eyraud, Stéphane Ayache, Anton A. Bougaev, Soazig Malesinski, Hamed Benazha, Svetlana Gorokhova, Christophe Buffat, Caroline Dehais, Marc Sanson, Franck Bielle, Dominique Figarella-Branger, Olivier Chinot, Emeline Tabouret, François Devred
An AI-powered blood test to detect cancer using nanoDSF. CoRR (2020)
Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
Partial Trace Regression and Low-Rank Kraus Decomposition. ICML (2020)
Stéphane Ayache, Ronan Sicre, Thierry Artières
Transfer Learning by Weighting Convolution. IJCNN (2020)
Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
Partial Trace Regression and Low-Rank Kraus Decomposition. CoRR (2020)
Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Rémi Eyraud, Stéphane Ayache
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach. CoRR (2020)
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 (2020)
Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri
Deep Networks with Adaptive Nyström Approximation. CoRR (2019)
Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri
Deep Networks with Adaptive Nyström Approximation. IJCNN (2019)
Stéphane Ayache, Rémi Eyraud, Noé Goudian
Explaining Black Boxes on Sequential Data using Weighted Automata. CoRR (2018)
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR (2018)
Stéphane Ayache, Rémi Eyraud, Noé Goudian
Explaining Black Boxes on Sequential Data using Weighted Automata. ICGI (2018)
Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
Design of an explainable machine learning challenge for video interviews. IJCNN (2017)
Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2015: Semantic Indexing. TRECVID (2015)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
Majority Vote of Diverse Classifiers for Late Fusion. S+SSPR (2014)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID (2014)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
Majority Vote of Diverse Classifiers for Late Fusion. CoRR (2014)
Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant
The Multi-Task Learning View of Multimodal Data. ACML (2013)
Benoît Favre, Géraldine Damnati, Frédéric Béchet, Meriem Bendris, Delphine Charlet, Rémi Auguste, Stéphane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linarès, Jean Martinet, Grégory Senay, Pierre Tirilly
PERCOLI: A Person Identification System for the 2013 REPERE Challenge. SLAM@INTERSPEECH (2013)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID (2013)
Frédéric Béchet, Rémi Auguste, Stéphane Ayache, Delphine Charlet, Géraldine Damnati, Benoît Favre, Corinne Fredouille, Christophe Lévy, Georges Linarès, Jean Martinet
Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [in French]. JEP-TALN-RECITAL 2012 (2012)
Bahjat Safadi, Stéphane Ayache, Georges Quénot
Active Cleaning for Video Corpus Annotation. MMM (2012)
Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID (2012)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions. Knowl. Inf. Syst. 33 (2) (2012)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
PAC-Bayesian Majority Vote for Late Classifier Fusion CoRR (2012)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
On the Usefulness of Similarity Based Projection Spaces for Transfer Learning. SIMBAD (2011)
Emilie Morvant, Stéphane Ayache, Amaury Habrard, Miriam Redi, Claudiu Tanase, Bernard Mérialdo, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot
VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking. TRECVID (2011)
Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID (2011)
Emilie Morvant, Amaury Habrard, Stéphane Ayache
Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions. ICDM (2011)
David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID (2010)
Stéphane Ayache, Georges Quénot, Andy Tseng
The lIGVID system for video retrieval and concept annotation. Multimedia Information Retrieval (2010)
Stéphane Ayache, Georges Quénot, Andy Tseng
The LIGVID System for video retrieval and concept annotation. CBMI (2010)
Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
Recherche par le contenu dans des documents audiovisuels multilingues. Document Numérique 13 (1) (2010)
Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet. Multim. Tools Appl. 48 (1) (2010)
Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID (2009)
Stéphane Ayache
LIF TREC VIDEO 2009 High Level Feature Extraction Using Genetic Fusion. TRECVID (2009)
Stéphane Ayache, Georges Quénot, Laurent Besacier
The LIG multi-criteria system for video retrieval. CIVR (2009)
Hervé Glotin, Zhong-Qiu Zhao, Stéphane Ayache
Efficient image concept indexing by harmonic & arithmetic profiles entropy. ICIP (2009)
Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
Content-Based Search in Multilingual Audiovisual Documents Using the International Phonetic Alphabet. CBMI (2009)
Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
Recherche par le contenu dans des documents audiovisuels multilingues. CORIA (2009)
Stéphane Ayache, Georges Quénot
The LIG multi-criteria system for video retrieval. CIVR (2008)
Georges Quénot, Jenny Benois-Pineau, Boris Mansencal, Eliana Rossi, Matthieu Cord, Frédéric Precioso, David Gorisse, Patrick Lambert, Bertrand Augereau, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Stéphane Ayache
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS (2008)
Hervé Glotin, Zhongqui Zhao, Stéphane Ayache, Georges Quénot
IRIM at TRECVID 2008: High Level Feature Extraction. TRECVID (2008)
Stéphane Ayache, Georges Quénot
Video Corpus Annotation Using Active Learning. ECIR (2008)
Stéphane Ayache, Georges Quénot
TRECVID 2007: Collaborative Annotation using Active Learning. TRECVID (2007)
Stéphane Ayache, Georges Quénot, Jérôme Gensel
Image and Video Indexing Using Networks of Operators. EURASIP J. Image Video Process. 2007 (2007)
Stéphane Ayache, Georges Quénot
Evaluation of active learning strategies for video indexing. Signal Process. Image Commun. 22 (7-8) (2007)
Stéphane Ayache, Georges Quénot
Evaluation of Active Learning Strategies for Video Indexing. CBMI (2007)
Stéphane Ayache, Georges Quénot
Indexation de documents multimédia par réseaux d'opérateurs. CORIA (2007)
Stéphane Ayache, Georges Quénot, Jérôme Gensel
Classifier Fusion for SVM-Based Multimedia Semantic Indexing. ECIR (2007)
Stéphane Ayache, Jérôme Gensel, Georges Quénot
CLIPS-LSR Experiments at TRECVID 2006. TRECVID (2006)
Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh
Using Topic Concepts for Semantic Video Shots Classification. CIVR (2006)
Stéphane Ayache, Georges Quénot, Shin'ichi Satoh
Context-Based Conceptual Image Indexing. ICASSP (2) (2006)
Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh
CLIPS-LSR-NII Experiments at TRECVID 2005. TRECVID (2005)
Stéphane Ayache, Georges Quénot, Mbarek Charhad
Video Shot Classification Using Lexical Context. ECIR (2005)
Laurent Besacier, Georges Quénot, Stéphane Ayache, Daniel Moraru
Video story segmentation with multi-modal features: experiments on TRECvid 2003. Multimedia Information Retrieval (2004)
Georges Quénot, Daniel Moraru, Stéphane Ayache, Mbarek Charhad, Mickaël Guironnet, Lionel Carminati, Philippe Mulhem, Jérôme Gensel, Denis Pellerin, Laurent Besacier
CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT). TRECVID (2004)