Stéphane Ayache

According to our database, Stéphane Ayache authored at least 62 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Learning Paradigm for Interpretable Gradients.

Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Opti-CAM: Optimizing saliency maps for interpretability.

Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache

CoRR, 2023

Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent.

Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache

Proceedings of the International Conference on Multimodal Interaction, 2023

DP-Net: Learning Discriminative Parts for Image Recognition.

Ronan Sicre, Hanwei Zhang, J. Dejasmin, C. Daaloul, Stéphane Ayache, Thierry Artières

Proceedings of the IEEE International Conference on Image Processing, 2023

Towards an Exhaustive Evaluation of Vision-Language Foundation Models.

Emmanuelle Salin, Stéphane Ayache, Benoît Favre

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Modeling, Recognizing, and Explaining Apparent Personality From Videos.

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

IEEE Trans. Affect. Comput., 2022

Implicit Regularization with Polynomial Growth in Deep Tensor Factorization.

Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières

Proceedings of the International Conference on Machine Learning, 2022

Automatic facial expressions, gaze direction and head movements generation of a virtual agent.

Alice Delbosc, Magalie Ochs, Stéphane Ayache

Proceedings of the International Conference on Multimodal Interaction, 2022

Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?

Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective.

Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoît Favre

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

ChaLearn Looking at People: Inpainting and Denoising challenges.

Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon

CoRR, 2021

Implicit Regularization in Deep Tensor Factorization.

Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières

Proceedings of the International Joint Conference on Neural Networks, 2021

PSM-nets: Compressing Neural Networks with Product of Sparse Matrices.

Luc Giffon, Stéphane Ayache, Hachem Kadri, Thierry Artières, Ronan Sicre

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Guest Editorial: Image and Video Inpainting and Denoising.

Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach.

Rémi Eyraud, Stéphane Ayache

CoRR, 2020

An AI-powered blood test to detect cancer using nanoDSF.

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

CoRR, 2020

Mapping individual differences in cortical architecture using multi-view representation learning.

Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Transfer Learning by Weighting Convolution.

Stéphane Ayache, Ronan Sicre, Thierry Artières

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Partial Trace Regression and Low-Rank Kraus Decomposition.

Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Deep Networks with Adaptive Nyström Approximation.

Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.

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

CoRR, 2018

Explaining Black Boxes on Sequential Data using Weighted Automata.

Stéphane Ayache, Rémi Eyraud, Noé Goudian

Proceedings of the 14th International Conference on Grammatical Inference, 2018

2017

Design of an explainable machine learning challenge for video interviews.

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

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2015

IRIM at TRECVID 2015: Semantic Indexing.

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

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2014

IRIM at TRECVID 2014: Semantic Indexing and Instance Search.

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

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Majority Vote of Diverse Classifiers for Late Fusion.

Emilie Morvant, Amaury Habrard, Stéphane Ayache

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

2013

IRIM at TRECVID 2013 : Semantic Indexing and Instance Search.

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

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

PERCOLI: A Person Identification System for the 2013 REPERE Challenge.

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

Proceedings of the First Workshop on Speech, 2013

The Multi-Task Learning View of Multimodal Data.

Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant

Proceedings of the Asian Conference on Machine Learning, 2013

2012

Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions.

Emilie Morvant, Amaury Habrard, Stéphane Ayache

Knowl. Inf. Syst., 2012

PAC-Bayesian Majority Vote for Late Classifier Fusion

Emilie Morvant, Amaury Habrard, Stéphane Ayache

CoRR, 2012

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.

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

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [in French].

Frédéric Béchet, Rémi Auguste, Stéphane Ayache, Delphine Charlet, Géraldine Damnati, Benoît Favre, Corinne Fredouille, Christophe Lévy, Georges Linarès, Jean Martinet

Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Active Cleaning for Video Corpus Annotation.

Bahjat Safadi, Stéphane Ayache, Georges Quénot

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2011

VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking.

Emilie Morvant, Stéphane Ayache, Amaury Habrard, Miriam Redi, Claudiu Tanase, Bernard Mérialdo, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search.

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

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

On the Usefulness of Similarity Based Projection Spaces for Transfer Learning.

Emilie Morvant, Amaury Habrard, Stéphane Ayache

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions.

Emilie Morvant, Amaury Habrard, Stéphane Ayache

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet.

Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem

Multim. Tools Appl., 2010

Recherche par le contenu dans des documents audiovisuels multilingues.

Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem

Document Numérique, 2010

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search.

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

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

The LIGVID System for video retrieval and concept annotation.

Stéphane Ayache, Georges Quénot, Andy Tseng

Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009

IRIM at TRECVID 2009 : High Level Feature Extraction.

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

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

LIF TREC VIDEO 2009 High Level Feature Extraction Using Genetic Fusion.

Stéphane Ayache

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Efficient image concept indexing by harmonic & arithmetic profiles entropy.

Hervé Glotin, Zhong-Qiu Zhao, Stéphane Ayache

Proceedings of the International Conference on Image Processing, 2009

The LIG multi-criteria system for video retrieval.

Stéphane Ayache, Georges Quénot, Laurent Besacier

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

IRIM at TRECVID 2008: High Level Feature Extraction.

Hervé Glotin, Zhongqui Zhao, Stéphane Ayache, Georges Quénot

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.

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

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Video Corpus Annotation Using Active Learning.

Stéphane Ayache, Georges Quénot

Proceedings of the Advances in Information Retrieval , 2008

The LIG multi-criteria system for video retrieval.

Stéphane Ayache, Georges Quénot

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

Evaluation of active learning strategies for video indexing.

Stéphane Ayache, Georges Quénot

Signal Process. Image Commun., 2007

Image and Video Indexing Using Networks of Operators.

Stéphane Ayache, Georges Quénot, Jérôme Gensel

EURASIP J. Image Video Process., 2007

TRECVID 2007: Collaborative Annotation using Active Learning.

Stéphane Ayache, Georges Quénot

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Classifier Fusion for SVM-Based Multimedia Semantic Indexing.

Stéphane Ayache, Georges Quénot, Jérôme Gensel

Proceedings of the Advances in Information Retrieval, 2007

Indexation de documents multimédia par réseaux d'opérateurs.

Stéphane Ayache, Georges Quénot

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007

2006

CLIPS-LSR Experiments at TRECVID 2006.

Stéphane Ayache, Jérôme Gensel, Georges Quénot

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Context-Based Conceptual Image Indexing.

Stéphane Ayache, Georges Quénot, Shin'ichi Satoh

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Using Topic Concepts for Semantic Video Shots Classification.

Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

CLIPS-LSR-NII Experiments at TRECVID 2005.

Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Video Shot Classification Using Lexical Context.

Stéphane Ayache, Georges Quénot, Mbarek Charhad

Proceedings of the Advances in Information Retrieval, 2005

2004

CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT).

Georges Quénot, Daniel Moraru, Stéphane Ayache, Mbarek Charhad, Mickaël Guironnet, Lionel Carminati, Philippe Mulhem, Jérôme Gensel, Denis Pellerin, Laurent Besacier

Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Video story segmentation with multi-modal features: experiments on TRECvid 2003.

Laurent Besacier, Georges Quénot, Stéphane Ayache, Daniel Moraru

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004