Publication list - Idiap Publications

A Probabilistic Approach to Mining Mobile Phone Data Sequences, Katayoun Farrahi and Daniel Gatica-Perez, in: Personal and Ubiquitous Computing, 2012

Human Interaction Discovery in Smartphone Proximity Networks, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: Personal and Ubiquitous Computing, 2012

Mining Large-Scale Smartphone Data for Personality Studies, Gokul Chittaranjan, Jan Blom and Daniel Gatica-Perez, in: Personal and Ubiquitous Computing, 2012

Reliability and Validity of Nonverbal Thin Slices in Social Interactions, Nora A Murphy, Judith A Hall, Marianne Schmid Mast, Mollie A. Ruben, Denise Frauendorfer, Danielle Blanch-Hartigan, Debra L. Roter and Laurent Son Nguyen, in: Personality and Social Psychology Bulletin, 41(2):199-213, 2014

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A Probabilistic Kernel Method for Human Mobility Prediction with Smartphones, Trinh-Minh-Tri Do, O. Dousse, Markus Miettinen and Daniel Gatica-Perez, in: Pervasive and Mobile Computing, 2014

From Big Smartphone Data to Worldwide Research: The Mobile Data Challenge, J. K. Laurila, Daniel Gatica-Perez, Jan Blom, Olivier Bornet, Trinh-Minh-Tri Do, O. Dousse, Julien Eberle and Markus Miettinen, in: Pervasive and Mobile Computing, 9(6):752–771, 2013

Where and What: Using Smartphones to Predict Next Locations and Applications in Daily Life, Trinh-Minh-Tri Do and Daniel Gatica-Perez, in: Pervasive and Mobile Computing, 2013

Free annotated data for deep learning in microscopy? A hitchhiker's guide, Adrian Shajkofci and Michael Liebling, in: Photoniques(104):30-33, 2020

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Similarity-Based Equational Inference in Physics, Jordan Meadows and Andre Freitas, in: Physics Review Research, 2021

Signal-to-signal neural networks for improved spike estimation from calcium imaging data, Jilt Sebastian, Mriganka Sur, Hema A Murthy and Mathew Magimai.-Doss, in: PLoS Computational Biology, 17(3):1--19, 2021

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Ten seconds of my nights: exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips, Florian Labhart, Skanda Muralidhar, Benoit Massé, Lakmal Buddika Meegahapola, Emmanuel Kuntsche and Daniel Gatica-Perez, in: PLOS ONE, 2021

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The contexts of heavy drinking: A systematic review of the combinations of context-related factors associated with heavy drinking occasions, Oliver Stanesby, Florian Labhart, Paul Dietze, Cassandra Wright and Emmanuel Kuntsche, in: PLOS ONE, 14(7):29, 2019

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My Own Private Nightlife: Understanding Youth Personal Spaces from Crowdsourced Video, Thanh-Trung Phan, Florian Labhart and Daniel Gatica-Perez, in: Proc. ACM Hum.-Comput. Interact, 3(189), 2019

Periscope: A Robotic Camera System to Support Remote Physical Collaboration, Pragathi Praveena, Yeping Wang, Emmanuel Senft, Michael Gleicher and Bilge Mutlu, in: Proceedings of the ACM on Human Computer Interaction, 2023

Declarative Variables in Online Dating: A Mixed-Method Analysis of a Mimetic-Distinctive Mechanism, Jessica Pidoux, Pascale Kuntz and Daniel Gatica-Perez, in: Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 2021

A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing, Skanda Muralidhar, Marianne Schmid Mast and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(129), 2018

Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries, Lakmal Buddika Meegahapola, William Droz, Amalia de Götzen, PETER KUN, Chaitanya Nuttakki, Shyam Diwakar, Salvador Ruiz-Correa, Donglei Song, Hao Xu, Miriam Bidoglia, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, Alethia Hume, José Luis Zarza, Luca Cernuzzi, Ivano Bison, Marcelo Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Can Gunel, Fausto Giunchiglia, Laura Schelenz and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 6(4), 2022

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Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing, Lakmal Buddika Meegahapola, Florian Labhart, Thanh-Trung Phan and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(3):26, 2021

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One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports, Lakmal Buddika Meegahapola, Salvador Ruiz-Correa, Viridiana del Carmen Robledo-Valero, Emilio Ernesto Hernandez-Huerfano, Leonardo Alvarez-Rivera, Ronald Chenu-Abente and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(1), 2021

Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data, Joan-Isaac Biel, Nathalie Martin, David Labbe and Daniel Gatica-Perez, in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 1(4):125-157, 2017

Comparing machines and humans on a visual categorization test, Francois Fleuret, Ting Li, Charles Dubout, Emma K. Wampler, Steven Yantis and Donald Geman, in: Proceedings of the National Academy of Sciences, 2011

A Geometric Optimal Control Approach for Imitation and Generalization of Manipulation Skills, Boyang Ti, Amirreza Razmjoo, Yongsheng Gao, Jie Zhao and Sylvain Calinon, in: Robotics and Autonomous Systems, 2023

Tensor-variate mixture of experts for proportional myographic control of a robotic hand, N. Jaquier, R. Haschke and Sylvain Calinon, in: Robotics and Autonomous Systems, 142:103812, 2021

Learning adaptive dressing assistance from human demonstration, E. Pignat and Sylvain Calinon, in: Robotics and Autonomous Systems, 93:61-75, 2017

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Learning by Imitation with the STIFF-FLOP Surgical Robot: A Biomimetic Approach Inspired by Octopus Movements, M. S. Malekzadeh, Sylvain Calinon, D. Bruno and D. G. Caldwell, in: Robotics and Biomimetics, 1(13):1-15, 2014

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Current trends in multilingual speech processing, Hervé Bourlard, John Dines, Mathew Magimai.-Doss, Philip N. Garner, David Imseng, Petr Motlicek, Hui Liang, Lakshmi Saheer and Fabio Valente, in: Sadhana, 36(5):885–915, 2011

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Mammary epithelial morphogenesis in 3D combinatorial microenvironments, Raphaelle Luisier, Mehmet Girgin, Matthias P. Lutolf and Adrian Ranga, in: Scientific Reports, 10(1), 2020

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Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old, Narayan Schütz, Hugo Saner, Beatrice Rudin, Angela Botros, Bruno Pais, Valérie Santschi, Philipp Buluschek, Daniel Gatica-Perez, Prabitha Urwyler, Laura Marchal-Crespo, René M. Müri and Tobias Nef, in: Scientific Reports, 9(9662), 2019

On the Power of Democratic Networks, Eddy Mayoraz, in: SIAM Journal of Discr. Math, 9(02), 1996

Quantifying uncertainties on excursion sets under a Gaussian random field prior, Dario Azzimonti, Julien Bect, Clément Chevalier and David Ginsbourger, in: SIAM/ASA J. Uncertainty Quantification, 4(1):850-874, 2016

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Warped Gaussian processes and derivative-based sequential design for functions with heterogeneous variations, Sébastien Marmin, David Ginsbourger, Jean Baccou and Jacques Liandrat, in: SIAM/ASA Journal on Uncertainty Quantification, 6(3):991-1018, 2018

Ad Hoc Microphone Array Calibration: Euclidean Distance Matrix Completion Algorithm and Theoretical Guarantees, Mohammad J. Taghizadeh, Reza Parhizkar, Philip N. Garner, Hervé Bourlard and Afsaneh Asaei, in: Signal Processing, 107:123–140, 2015

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Enhanced Diffuse Field Model for Ad Hoc Microphone Array Calibration, Mohammad J. Taghizadeh, Philip N. Garner and Hervé Bourlard, in: Signal Processing, 101:242-255, 2014

Verified Speaker Localization Utilizing Voicing Level in Split-bands, Afsaneh Asaei, Mohammad J. Taghizadeh, Marjan Bahrololum and Mohammed Ghanbari, in: Signal Processing, 89(6):1038-1049, 2009

Multimedia Analysis and Access of Ancient Maya Epigraphy, Rui Hu, Gulcan Can, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Gabrielle Vail, Stephane Marchand-Maillet, Jean-Marc Odobez and Daniel Gatica-Perez, in: Signal processing magazine, 2015

A Localization/Verification Scheme for Finding Text in Images and Video Frames Based on Contrast Independent Features and Machine Learning Methods, Datong Chen, Jean-Marc Odobez and Jean-Philippe Thiran, in: Signal Processing: Image Communication, 19(3), 2004

Theories and Models of Teams and Group, R. Reiter-Palmon, T. Sinha, J. Gevers, Jean-Marc Odobez and G. Volpe, in: Small Group Research, 48(5):544--567, 2017

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Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, Yujie Wu, Jérôme Kämpf and J. -L. Scartezzini, in: Solar Energy, 2019

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Integrating daylight with general and task lighting: A longitudinal in-the-wild study in individual and open space working areas, Chantal Basurto, Michael Papinutto, Moreno Colombo, Roberto Boghetti, Kornelius Reutter, Julien Nembrini and Jérôme Kämpf, in: Solar Energy Advances, 2, 2022

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Investigating a neural all pass warp in modern TTS applications, Bastian Schnell and Philip N. Garner, in: Speech Communication, 138:26--37, 2022

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On quantifying the quality of acoustic models in hybrid DNN-HMM ASR, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Speech Communication, 119:24-35, 2020

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End-to-End Acoustic Modeling using Convolutional Neural Networks for HMM-based Automatic Speech Recognition, Dimitri Palaz, Mathew Magimai.-Doss and Ronan Collobert, in: Speech Communication, 108:15--32, 2019

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Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model, Sibo Tong, Philip N. Garner and Hervé Bourlard, in: Speech Communication, 104:39-46, 2018

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Intonation modelling using a muscle model and perceptually weighted matching pursuit, Pierre-Edouard Honnet, Branislav Gerazov, Aleksandar Gjoreski and Philip N. Garner, in: Speech Communication, 2018

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Phonetic Subspace Features for Improved Query by Example Spoken Term Detection, Dhananjay Ram, Afsaneh Asaei and Hervé Bourlard, in: Speech Communication, 103:27-36, 2018

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Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models, Marzieh Razavi, Ramya Rasipuram and Mathew Magimai.-Doss, in: Speech Communication, 96:168-183, 2018

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Template-matching for Text-dependent Speaker Verification, Subhadeep Dey, Petr Motlicek, Srikanth Madikeri and Marc Ferras, in: Speech Communication, 2017

Acoustic data-driven grapheme-to-phoneme conversion in the probabilistic lexical modeling framework, Marzieh Razavi, Ramya Rasipuram and Mathew Magimai.-Doss, in: Speech Communication, 80, 2016

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Computational Methods for Underdetermined Convolutive Speech Localization and Separation via Model-based Sparse Component Analysis, Afsaneh Asaei, Hervé Bourlard, Mohammad J. Taghizadeh and Volkan Cevher, in: Speech Communication, 76:201-217, 2016

Feature mapping using far-field microphones for distant speech recognition, Ivan Himawan, Petr Motlicek, David Imseng and Sridha Sridharan, in: Speech Communication, 83:1-9, 2016

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