Stéphane Ayache

87 papers A* 5A 4B 12C 4Journal 28Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Automatic objective metric for the optimization of nonverbal behavior generative models. IVA Alice Delbosc, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache, Magalie Ochs
2024	—	`conf`	A Learning Paradigm for Interpretable Gradients. VISIGRAPP (3): VISAPP Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
2024	J	`jnl`	A Learning Paradigm for Interpretable Gradients. CoRR Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
2024	—	`conf`	CA-Stream: Attention-based Pooling for Interpretable Image Recognition. XAI4CV Felipe Torres, Hanwei Zhang, Ronan Sicre, Stéphane Ayache, Yannis Avrithis
2024	J	`jnl`	CA-Stream: Attention-based pooling for interpretable image recognition. CoRR Felipe Torres, Hanwei Zhang, Ronan Sicre, Stéphane Ayache, Yannis Avrithis
2024	J	`jnl`	DP-Net: Learning Discriminative Parts for image recognition. CoRR Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières
2024	J	`jnl`	Distillation of weighted automata from recurrent neural networks using a spectral approach. Mach. Learn. Rémi Eyraud, Stéphane Ayache
2024	A	`conf`	Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. AISTATS Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
2024	B	`conf`	Measuring hallucination in disentangled representations. IJCNN Hamed Benazha, Stéphane Ayache, Hachem Kadri, Thierry Artières
2024	B	`conf`	Mitigation of gender bias in automatic facial non-verbal behaviors generation. ICMI Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
2024	J	`jnl`	Mitigation of gender bias in automatic facial non-verbal behaviors generation. CoRR Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
2024	J	`jnl`	Opti-CAM: Optimizing saliency maps for interpretability. Comput. Vis. Image Underst. Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
2023	B	`conf`	DP-Net: Learning Discriminative Parts for Image Recognition. ICIP Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières
2023	J	`jnl`	Opti-CAM: Optimizing saliency maps for interpretability. CoRR Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache
2023	—	`conf`	Towards an Exhaustive Evaluation of Vision-Language Foundation Models. ICCV (Workshops) Emmanuelle Salin, Stéphane Ayache, Benoît Favre
2023	—	`conf`	Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. ICMI Companion Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
2023	J	`jnl`	Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. CoRR Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache
2022	A*	`conf`	Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective. AAAI Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoît Favre
2022	—	`conf`	Automatic facial expressions, gaze direction and head movements generation of a virtual agent. ICMI Companion Alice Delbosc, Magalie Ochs, Stéphane Ayache
2022	A*	`conf`	Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre
2022	J	`jnl`	Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? CoRR Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre
2022	A*	`conf`	Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. ICML Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
2022	J	`jnl`	Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. CoRR Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières
2022	J	`jnl`	Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 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
2021	J	`jnl`	ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
2021	B	`conf`	Implicit Regularization in Deep Tensor Factorization. IJCNN Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières
2021	J	`jnl`	Implicit Regularization in Deep Tensor Factorization. CoRR Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières
2021	B	`conf`	PSM-nets: Compressing Neural Networks with Product of Sparse Matrices. IJCNN Luc Giffon, Stéphane Ayache, Hachem Kadri, Thierry Artières, Ronan Sicre
2020	J	`jnl`	An AI-powered blood test to detect cancer using nanoDSF. CoRR 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
2020	J	`jnl`	Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach. CoRR Rémi Eyraud, Stéphane Ayache
2020	J	`jnl`	Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
2020	B	`conf`	Mapping individual differences in cortical architecture using multi-view representation learning. IJCNN Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart
2020	J	`jnl`	Mapping individual differences in cortical architecture using multi-view representation learning. CoRR Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart
2020	A*	`conf`	Partial Trace Regression and Low-Rank Kraus Decomposition. ICML Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
2020	J	`jnl`	Partial Trace Regression and Low-Rank Kraus Decomposition. CoRR Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
2020	B	`conf`	Transfer Learning by Weighting Convolution. IJCNN Stéphane Ayache, Ronan Sicre, Thierry Artières
2019	B	`conf`	Deep Networks with Adaptive Nyström Approximation. IJCNN Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri
2019	J	`jnl`	Deep Networks with Adaptive Nyström Approximation. CoRR Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri
2018	—	`conf`	Explaining Black Boxes on Sequential Data using Weighted Automata. ICGI Stéphane Ayache, Rémi Eyraud, Noé Goudian
2018	J	`jnl`	Explaining Black Boxes on Sequential Data using Weighted Automata. CoRR Stéphane Ayache, Rémi Eyraud, Noé Goudian
2018	J	`jnl`	Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR 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
2017	B	`conf`	Design of an explainable machine learning challenge for video interviews. IJCNN 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
2015	—	`conf`	IRIM at TRECVID 2015: Semantic Indexing. TRECVID 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
2014	—	`conf`	IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID 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
2014	—	`conf`	Majority Vote of Diverse Classifiers for Late Fusion. S+SSPR Emilie Morvant, Amaury Habrard, Stéphane Ayache
2014	J	`jnl`	Majority Vote of Diverse Classifiers for Late Fusion. CoRR Emilie Morvant, Amaury Habrard, Stéphane Ayache
2013	—	`conf`	IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID 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
2013	—	`conf`	PERCOLI: A Person Identification System for the 2013 REPERE Challenge. SLAM@INTERSPEECH 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
2013	C	`conf`	The Multi-Task Learning View of Multimodal Data. ACML Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant
2012	B	`conf`	Active Cleaning for Video Corpus Annotation. MMM Bahjat Safadi, Stéphane Ayache, Georges Quénot
2012	—	`conf`	IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID 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
2012	J	`jnl`	PAC-Bayesian Majority Vote for Late Classifier Fusion CoRR Emilie Morvant, Amaury Habrard, Stéphane Ayache
2012	J	`jnl`	Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions. Knowl. Inf. Syst. Emilie Morvant, Amaury Habrard, Stéphane Ayache
2012	—	`conf`	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 Frédéric Béchet, Rémi Auguste, Stéphane Ayache, Delphine Charlet, Géraldine Damnati, Benoît Favre, Corinne Fredouille, Christophe Lévy, Georges Linarès, Jean Martinet
2011	—	`conf`	IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 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
2011	—	`conf`	On the Usefulness of Similarity Based Projection Spaces for Transfer Learning. SIMBAD Emilie Morvant, Amaury Habrard, Stéphane Ayache
2011	A*	`conf`	Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions. ICDM Emilie Morvant, Amaury Habrard, Stéphane Ayache
2011	—	`conf`	VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking. TRECVID Emilie Morvant, Stéphane Ayache, Amaury Habrard, Miriam Redi, Claudiu Tanase, Bernard Mérialdo, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot
2010	J	`jnl`	Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet. Multim. Tools Appl. Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
2010	—	`conf`	IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 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
2010	J	`jnl`	Recherche par le contenu dans des documents audiovisuels multilingues. Document Numérique Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
2010	C	`conf`	The LIGVID System for video retrieval and concept annotation. CBMI Stéphane Ayache, Georges Quénot, Andy Tseng
2010	—	`conf`	The lIGVID system for video retrieval and concept annotation. Multimedia Information Retrieval Stéphane Ayache, Georges Quénot, Andy Tseng
2009	C	`conf`	Content-Based Search in Multilingual Audiovisual Documents Using the International Phonetic Alphabet. CBMI Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
2009	B	`conf`	Efficient image concept indexing by harmonic & arithmetic profiles entropy. ICIP Hervé Glotin, Zhong-Qiu Zhao, Stéphane Ayache
2009	—	`conf`	IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID 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
2009	—	`conf`	LIF TREC VIDEO 2009 High Level Feature Extraction Using Genetic Fusion. TRECVID Stéphane Ayache
2009	—	`conf`	Recherche par le contenu dans des documents audiovisuels multilingues. CORIA Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem
2009	—	`conf`	The LIG multi-criteria system for video retrieval. CIVR Stéphane Ayache, Georges Quénot, Laurent Besacier
2008	—	`conf`	IRIM at TRECVID 2008: High Level Feature Extraction. TRECVID Hervé Glotin, Zhongqui Zhao, Stéphane Ayache, Georges Quénot
2008	—	`conf`	LIG and LIRIS at TRECVID 2008: High Level Feature Extraction and Collaborative Annotation. TRECVID Stéphane Ayache, Georges Quénot
2008	—	`conf`	Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS 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
2008	—	`conf`	The LIG multi-criteria system for video retrieval. CIVR Stéphane Ayache, Georges Quénot
2008	A	`conf`	Video Corpus Annotation Using Active Learning. ECIR Stéphane Ayache, Georges Quénot
2007	A	`conf`	Classifier Fusion for SVM-Based Multimedia Semantic Indexing. ECIR Stéphane Ayache, Georges Quénot, Jérôme Gensel
2007	C	`conf`	Evaluation of Active Learning Strategies for Video Indexing. CBMI Stéphane Ayache, Georges Quénot
2007	J	`jnl`	Evaluation of active learning strategies for video indexing. Signal Process. Image Commun. Stéphane Ayache, Georges Quénot
2007	J	`jnl`	Image and Video Indexing Using Networks of Operators. EURASIP J. Image Video Process. Stéphane Ayache, Georges Quénot, Jérôme Gensel
2007	—	`conf`	Indexation de documents multimédia par réseaux d'opérateurs. CORIA Stéphane Ayache, Georges Quénot
2007	—	`conf`	TRECVID 2007: Collaborative Annotation using Active Learning. TRECVID Stéphane Ayache, Georges Quénot
2006	—	`conf`	CLIPS-LSR Experiments at TRECVID 2006. TRECVID Stéphane Ayache, Jérôme Gensel, Georges Quénot
2006	—	`conf`	Context-Based Conceptual Image Indexing. ICASSP (2) Stéphane Ayache, Georges Quénot, Shin'ichi Satoh
2006	—	`conf`	Using Topic Concepts for Semantic Video Shots Classification. CIVR Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh
2005	—	`conf`	CLIPS-LSR-NII Experiments at TRECVID 2005. TRECVID Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh
2005	A	`conf`	Video Shot Classification Using Lexical Context. ECIR Stéphane Ayache, Georges Quénot, Mbarek Charhad
2004	—	`conf`	CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT). TRECVID Georges Quénot, Daniel Moraru, Stéphane Ayache, Mbarek Charhad, Mickaël Guironnet, Lionel Carminati, Philippe Mulhem, Jérôme Gensel, Denis Pellerin, Laurent Besacier
2004	—	`conf`	Video story segmentation with multi-modal features: experiments on TRECvid 2003. Multimedia Information Retrieval Laurent Besacier, Georges Quénot, Stéphane Ayache, Daniel Moraru