Publication list - Idiap Publications

CRC Comprehensive Dictionary of Electrical Engineering, Emile Fiesler, CRC Press, 1997

Handbook of Neural Computation, Institute of Physics and Oxford University Press, The Computational Intelligence Library, 1996

CONNECTIONIST SPEECH RECOGNITION - A Hybrid Approach, Hervé Bourlard and Nelson Morgan, KLUWER ACADEMIC PUBLISHERS, 1994

Programming industrial robots from few demonstrations., Sylvain Calinon, in: Human-Robot Collaboration: Unlocking the potential for industrial applications, pages 9-37, Institution of Engineering and Technology (IET), 2023

Reactive Anticipatory Robot Skills with Memory, Hakan Girgin, Julius Jankowski and Sylvain Calinon, in: Robotic Research, pages 436-451, Springer, 2023

Robust Face Presentation Attack Detection with Multi-channel Neural Networks, Anjith George and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer, 2023

Classifying the Social Media Author Profile Through a Multimodal Representation, Miguel Á. Álvarez-Carmona, Esaú VILLATORO-TELLO, Luis Villaseñor Pineda and Manuel Montes-y-Gómez, in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022

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Identification of existing tools and workflows for solar neighborhood planning, Nicholas Baker, Raffaella Belmonte Monteiro, Alessia Boccalatte, Karine Bouty, Johannes Brozovsky, Cyril Caliot, Rafael Campamà Pizarro, Raphaël Compagnon, Agnieszka Czachura, Gilles Desthieux, Matteo Formolli, Stéphanie Giroux-Julien, Victor Guillot, Govehovitch Benjamin, Caroline Hachem-Vermette, Ellis Herman, Olivia Alarcon Herrera, Jérôme Kämpf, Gabriele Lobaccaro, Christophe Ménézo, Marjorie Musy, Giuseppe Peronato, Arnkell Jonas Petersen, Auline Rodler, Kuljeet Singh, Viktor Sjöberg, Mark Snow, Joar Tjetland and Yupeng Wang, in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022

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Two Simple and Domain-independent Approaches for Early Detection of Anorexia, Sergio Burdisso, Leticia Cagnina, Marcelo Errecalde and Manuel Montes-y-Gómez, in: Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, pages 159-182, Springer International Publishing, 2022

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Who Sees What? Examining Urban Impressions in Global South Cities, Luis Emmanuel Medina Rios, Salvador Ruiz-Correa, Darshan Santani and Daniel Gatica-Perez, in: Human Perception of Visual Information: Psychological and Computational Perspectives, Springer, 2022

Multi-channel Face Presentation Attack Detection Using Deep Learning, Anjith George and Sébastien Marcel, in: Deep Learning-Based Face Analytics, Springer International Publishing, 2021

Semantic Behavior Analysis of COVID-19 Patients: A Collaborative Framework, Amlan Mohanty, Debasish Kumar Mallick, Shantipriya Parida and Satya Ranjan Dash, in: Machine Learning for Healthcare Applications, John Wiley & Sons, Inc. USA and Scrivener Publishing LLC, USA, 2021

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Compositionality in English deverbal compounds:The role of the head, Gianina Iordachioaia, Lonneke van der Plas and Glorianna Jagfeld, in: The role of constituents in multiword expressions. Phraseology and Multiword Expressions, Language Science Press, Berlin, 2020

An Introduction to Vein Presentation Attacks and Detection, André Anjos, Pedro Tome and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019

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Evaluation Methodologies for Biometric Presentation Attack Detection, Ivana Chingovska, Amir Mohammadi, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019

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Interactive Generation of Calligraphic Trajectories from Gaussian Mixtures, D. Berio, F. F. Leymarie and Sylvain Calinon, in: Mixture Models and Applications, pages 23-38, Springer, 2019

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Learning Control, Sylvain Calinon and D. Lee, in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019

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Learning from Demonstration (Programming by Demonstration), Sylvain Calinon, in: Encyclopedia of Robotics, Springer, 2019

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Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, Sylvain Calinon, in: Mixture Models and Applications, pages 39-57, Springer, 2019

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On the Recognition Performance of BioHash-Protected Finger Vein Templates, Vedrana Krivokuca and Sébastien Marcel, in: Handbook of Vascular Biometrics, pages 465-480, Springer Open, 2019

Recent Advances in Face Presentation Attack Detection, Sushil Bhattacharjee, Amir Mohammadi, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer, 2019

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Remote Blood Pulse Analysis for Face Presentation Attack Detection, Guillaume Heusch and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, Springer, 2019

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Towards Measuring the Amount of Discriminatory Information in Finger Vein Biometric Characteristics Using a Relative Entropy Estimator, Vedrana Krivokuca, Marta Gomez-Barrero, Sébastien Marcel, Christian Rathgeb and Christoph Busch, in: Handbook of Vascular Biometrics, pages 507-525, Springer Open, 2019

Voice Presentation Attack Detection Using Convolutional Neural Networks, Ivan Himawan, Srikanth Madikeri, Petr Motlicek, Milos Cernak, Sridha Sridharan and Clinton Fookes, in: Handbook of Biometric Anti-Spoofing, pages 391--415, Springer, 2019

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A Cross-database Study of Voice Presentation Attack Detection, Pavel Korshunov and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition, Springer, 2018

Robot Learning with Task-Parameterized Generative Models, Sylvain Calinon, in: Robotics Research, pages 111-126, Springer, 2018

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Sequential Design of Computer Experiments, David Ginsbourger, in: Wiley StatsRef: Statistics Reference Online, Wiley, 2018

What TripAdvisor Can't Tell: Crowdsourcing Urban Impressions for Whole Cities, Daniel Gatica-Perez, Salvador Ruiz-Correa and Darshan Santani, in: Digital Polis, L'Oeil d'Or (translated to French.), 2018

Analysis of Small Groups, Daniel Gatica-Perez, Oya Aran and Dinesh Babu Jayagopi, in: Social Signal Processing, pages 349-367, Cambridge University Press. Editors J. Burgoon, N. Magnenat-Thalmann, M. Pantic, and A. Vinciarelli, 2017

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MAAYA: Multimedia Methods to Support Maya Epigraphic Analysis, Daniel Gatica-Perez, Gulcan Can, Rui Hu, Stephane Marchand-Maillet, Jean-Marc Odobez, Carlos Pallan Gayol and Edgar Roman-Rangel, in: Arqueologia computacional: Nuevos enfoques para el analisis y la difusion del patrimonio cultural, INAH-RedTDPC, 2017

Presentation attack detection in voice biometrics, Pavel Korshunov and Sébastien Marcel, in: User-Centric Privacy and Security in Biometrics, The Institution of Engineering and Technology, 2017

Design of Computer Experiments Using Competing Distances Between Set-Valued Inputs, David Ginsbourger, Jean Baccou, Clément Chevalier and Frédéric Perales, in: mODa 11 - Advances in Model-Oriented Design and Analysis, pages 123-131, Springer International Publishing, 2016

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Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey, Manuel Günther, Laurent El Shafey and Sébastien Marcel, in: Face Recognition Across the Imaging Spectrum, Springer, 2016

Face Recognition Systems Under Spoofing Attacks, Ivana Chingovska, Nesli Erdogmus, André Anjos and Sébastien Marcel, in: Face Recognition Systems Under Spoofing Attacks, pages 165-194, Springer International Publishing, 2016

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Learning From Humans, A. G. Billard, Sylvain Calinon and R. Dillmann, in: Handbook of Robotics, pages 1995-2014, Springer, 2016

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On ANOVA Decompositions of Kernels and Gaussian Random Field Paths, David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande and Nicolas Lenz, in: Monte Carlo and Quasi-Monte Carlo Methods, pages 315-330, Springer International Publishing, 2016

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Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, Oya Aran, Ismail Ari, Alp Kindiroglu, Pinar Santemiz and Lale Akarun, in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016

Differentiating the Multipoint Expected Improvement for Optimal Batch Design, Sébastien Marmin, Clément Chevalier and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015

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DNN-based Speech Synthesis: Importance of input features and training data, Alexandros Lazaridis, Blaise Potard and Philip N. Garner, in: International Conference on Speech and Computer , SPECOM, pages 193-200, Springer Berlin Heidelberg, 2015

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Global Optimization with Sparse and Local Gaussian Process Models, Tipaluck Krityakierne and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015

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Learning the Stiffness of a Continuous Soft Manipulator from Multiple Demonstrations, D. Bruno, Sylvain Calinon, M. S. Malekzadeh and D. G. Caldwell, in: Intelligent Robotics and Applications, pages 185-195, Springer, 2015

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Rehabilitation of Count-based Models for Word Vector Representations, Rémi Lebret and Ronan Collobert, in: Computational Linguistics and Intelligent Text Processing, pages 417-429, Springer International Publishing, 2015

Anti-spoofing: Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014

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Anti-Spoofing: Face Databases, André Anjos, Ivana Chingovska and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014

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Discourse connectives: theoretical models and empirical validations in humans and computers, Sandrine Zufferey and Andrei Popescu-Belis, in: Papers dedicated to Jacques Moeschler, University of Geneva, 2014

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Evaluation Databases, Stan Z.Li, Javier Galbally, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, pages 247-278, Springer-Verlag, 2014

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Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Handbook of Biometric Antispoofing, Springer, 2014

Face Anti-spoofing: Visual Approach, André Anjos, Jukka Komulainen, Sébastien Marcel, Abdenour Hadid and Matti Pietikainen, in: Handbook of Biometric Anti-Spoofing, pages 65-82, Springer-Verlag, 2014

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Re-Identification for Improved People Tracking, Francois Fleuret, Horesh Ben Shitrit and Pascal Fua, in: Person Re-Identification, pages 311-336, Springer, 2014

Interactive Multimodal Information Management: Shaping the Vision, Andrei Popescu-Belis and Hervé Bourlard, in: Interactive Multimodal Information Management, pages 1-17, EPFL Press, 2013