Publication list - Idiap Publications

| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 |

Health Talk: Understanding Practices of Popular Professional YouTubers, Thanh-Trung Phan, Chloé Michoud, Lucia Volpato, María del Río Carral and Daniel Gatica-Perez, in: Int. Conf. on Mobile and Ubiquitous Multimedia, 2022

attachment

A Tutorial on Task-Parameterized Movement Learning and Retrieval, Sylvain Calinon, in: Intelligent Service Robotics, 9(1):1-29, 2016

attachment

[DOI]
[URL]

The TA2 Database – A Multi-Modal Database From Home Entertainment, Stefan Duffner, Petr Motlicek and Danil Korchagin, in: International Journal of Computer and Electrical Engineering, 4(5):670-673, 2012

attachment

[URL]

Gaze Estimation in the 3D Space Using RGB-D sensors. Towards Head-Pose And User Invariance., Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: International Journal of Computer Vision, 118(2):194-216, 2016

attachment

[DOI]
[URL]

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: International Journal of Computer Vision, 103(1):100-126, 2013

attachment

Analyzing ancient Maya glyph collections with Contextual Shape Descriptors, Edgar Roman-Rangel, Carlos Pallan, Jean-Marc Odobez and Daniel Gatica-Perez, in: International Journal of Computer Vision, 94(1):101-117, 2011

attachment

[DOI]

Multilingual Visual Sentiment Concept Clustering and Analysis, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Hongyi Liu, Brendan Jou, Tao Chen and Shih-Fu Chang, in: International Journal of Multimedia Information Retrieval, 2017

attachment

Constructive Training Methods for Feedforward Neural Networks with Binary Weights, Eddy Mayoraz and Frédéric Aviolat, in: International Journal of Neural Systems, 7(2), 1996

attachment

Non-Invasive Brain-Machine Interaction, José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew and Ricardo Chavarriaga, in: International Journal of Pattern Recognition and Artificial Intelligence, 2008

attachment

Monte Carlo Video Text Segmentation, Datong Chen, Jean-Marc Odobez and Jean-Philippe Thiran, in: International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 19(5), 2005

attachment

Emergent Power Hierarchies and Group Performance, Denise Frauendorfer, Marianne Schmid Mast, Dairazalia Sanchez-Cortes and Daniel Gatica-Perez, in: International Journal of Psychology, 50(5):392–396, 2015

attachment

[DOI]
[URL]

Geometry-aware Manipulability Learning, Tracking and Transfer, N. Jaquier, L. Rozo, D. G. Caldwell and Sylvain Calinon, in: International Journal of Robotic Research, 40(2-3):624-650, 2021

attachment

Tensor Train for Global Optimization Problems in Robotics, Suhan Shetty, Teguh Santoso Lembono, Tobias Löw and Sylvain Calinon, in: International Journal of Robotics Research, 43(6):811-839, 2024

attachment

[DOI]

Learning from Demonstration using Products of Experts: Applications to Manipulation and Task Prioritization, E. Pignat, J. Silverio and Sylvain Calinon, in: International Journal of Robotics Research, 41(2):163-188, 2022

attachment

COLD: The COsy Localization Database, Andrzej Pronobis and Barbara Caputo, in: International Journal of Robotics Research, 28(5), 2009

attachment

Sequential Robot Imitation Learning from Observations, A. K. Tanwani, A. Yan, J. Lee, Sylvain Calinon and K. Goldberg, in: International Journal of Robotics Research (IJRR), 2021

Small Variance Asymptotics for Non-Parametric Online Robot Learning, A. K. Tanwani and Sylvain Calinon, in: International Journal of Robotics Research (IJRR), 38(1):3-22, 2019

attachment

Automatic identification of storytelling responses to past-behavior interview questions via machine learning, Adrian Bangerter, Eric Mayor, Skanda Muralidhar, Emmanuelle Patricia Kleinlogel, Daniel Gatica-Perez and Marianne Schmid Mast, in: International Journal of Selection and Assessment, 2023

attachment

Development of the Geographical Proportional-to-size Street-Intercept Sampling (GPSIS) method for recruiting urban nightlife-goers in an entire city, Florian Labhart, Flavio Tarsetti, Olivier Bornet, Darshan Santani, Jasmine Truong, Sara Landolt, Daniel Gatica-Perez and Emmanuel Kuntsche, in: International Journal of Social Research Methodology, 20(6):721-736, 2017

[DOI]

MODIFIED GROUP DELAY FEATURE BASED TOTAL VARIABILITY SPACE MODELLING FOR SPEAKER RECOGNITION, Srikanth Madikeri, Asha T and Hema A Murthy, in: International Journal of Speech Techonology, 18(1):17-23, 2014

[DOI]

On the Recent Use of Local Binary Patterns for Face Authentication, Sébastien Marcel, Yann Rodriguez and Guillaume Heusch, in: International Journal on Image and Video Processing Special Issue on Facial Image Processing, 2007

attachment

Spin Glass Models of Markov Random Fields, Barbara Caputo, in: International Journal on Image, Systems and Technology, 16(5), 2006

attachment

Scaling Large Learning Problems with Hard Parallel Mixtures, Ronan Collobert, Yoshua Bengio and Samy Bengio, in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003

attachment

digital ECMT cancer trial matching tool, an open source research application to support oncologists in the identification of precision medicine clinical trials,, Paul O'Reagan, Andre Freitas and et al., in: JCO Clinical Cancer Informatics, 2022

Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study, Narayan Schütz, Hugo Saner, Angela Botros, Bruno Pais, Valérie Santschi, Philipp Buluschek, Daniel Gatica-Perez, Prabitha Urwyler, René M. Müri and Tobias Nef, in: JMIR Mhealth Uhealth, 9(6), 2021

attachment

Drinks & Crowds: Characterizing Alcohol Consumption through Crowdsensing and Social Media, Thanh-Trung Phan, Skanda Muralidhar and Daniel Gatica-Perez, in: Journal and Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT '19), 2019

attachment

Modulation Frequency Features For Phoneme Recognition In Noisy Speech, Sriram Ganapathy, Samuel Thomas and Hynek Hermansky, in: Journal of Acoustical Society of America - Express Letters, 2008

attachment

Explicit Document Modeling through Weighted Multiple-Instance Learning, Nikolaos Pappas and Andrei Popescu-Belis, in: Journal of Artificial Intelligence Research (JAIR), 58:591--626, 2017

attachment

Large Language Models, scientific knowledge and factuality: A framework to streamline human expert evaluation, Magdalena Wysocka, Oskar Wysocki, Maxime Delmas, Vincent Mutel and Andre Freitas, in: Journal of Biomedical Informatics(158), 2024

[DOI]
[URL]

Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy, Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Manon Pillai, Jennifer Allison, Donal Landers, Elaine Kilgour, Fiona Thistlethwaite and Andre Freitas, in: Journal of Biomedical Informatics, 142, 2023

[DOI]

PRIMIS: Privacy-Preserving Medical Image Sharing via Deep Sparsifying Transform Learning with Obfuscation, Isaac Shiri, Behrooz Razeghi, Sohrab Ferdowsi, Yazdan Salimi, Deniz Gunduz, Douglas Teodoro, Slava Voloshynovskiy and Habib Zaidi, in: Journal of Biomedical Informatics, Elsevier, 150, 2024

attachment

[DOI]
[URL]

Aliasing mitigation in optical microscopy of dynamic biological samples by use of temporally modulated color illumination and a standard RGB camera, Christian Jaques and Michael Liebling, in: Journal of Biomedical Optics, 25(10):106505, 2020

[DOI]
[URL]

Computer vision profiling of neurite outgrowth dynamics reveals spatio-temporal modularity of Rho GTPase signaling, L. Fusco, Riwal Lefort, Kevin C. Smith, F. Benmansour, German Gonzalez, Caterina Barilari, Bernd Rinn, Francois Fleuret, Pascal Fua and O. Pertz, in: Journal of Cell Biology, 212(1):91-111, 2016

[DOI]

Wave comparisons of clinical characteristics and outcomes of COVID-19 admissions - Exploring the impact of treatment and strain dynamics, Anna Freeman, Alastair Watson, Paul O'Reagan, Oskar Wysocki, Hannah Burke, Andre Freitas and et al., in: Journal of Clinical Virology, 2022

Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, Dario Azzimonti and David Ginsbourger, in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018

[DOI]
[URL]

Local Machine Learning Models for Spatial Data Analysis, Nicolas Gilardi and Samy Bengio, in: Journal of Geographic Information and Decision Analysis, 4(01), 2000

attachment

On the choice of the low-dimensional domain for global optimization via random embeddings, Mickaël Binois, David Ginsbourger and Olivier Roustant, in: Journal of Global Optimization, 2019

[DOI]
[URL]

Epileptic seizure detection: a comparative study between deep and traditional machine learning techniques, Rekha Sahu, Satya Ranjan Dash, Lleuvelyn A Cacha, Roman R Poznanski and Shantipriya Parida, in: Journal of Integrative Neuroscience, 19(1):1-9, 2020

[URL]

Jointly Informative Feature Selection, Leonidas Lefakis and Francois Fleuret, in: Journal of Machine Learning Research, 2016

Adaptive Sampling for Large Scale Boosting, Charles Dubout and Francois Fleuret, in: Journal of Machine Learning Research, 15:1431-1453, 2014

attachment

Regularized Bundle Methods for Convex and Non-Convex Risks, Trinh-Minh-Tri Do and Thierry Artieres, in: Journal of Machine Learning Research, 13:3539-3583, 2012

attachment

Natural Language Processing (Almost) from Scratch, Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel Kuksa, in: Journal of Machine Learning Research, 12:2493-2537, 2011

attachment

Bounded kernel-based perceptrons, Francesco Orabona, Joseph Keshet and Barbara Caputo, in: Journal of Machine Learning Research, Accepted for pub, 2009

SimpleMKL, Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet, in: Journal of Machine Learning Research, 9, 2008

attachment

Stationary Features and Cat Detection, Francois Fleuret and Donald Geman, in: Journal of Machine Learning Research, 9, 2008

SVMTorch: Support Vector Machines for Large-Scale Regression Problems, Ronan Collobert and Samy Bengio, in: Journal of Machine Learning Research, 1, 2001

download

Assessing Sparse Coding Methods for Contextual Shape Indexing of Maya Hieroglyphs, Edgar Roman-Rangel, Jean-Marc Odobez and Daniel Gatica-Perez, in: Journal of Multimedia, 7(2):179--192, 2012

attachment

High-Resolution EEG Techniques for Brain-Computer Interface Applications, F. Cincotti, D. Mattia, F. Aloise, S. Bufalari, L. Astolfi, F. De Vico Fallani, A. Tocci, L. Bianchi, M. G. Marciani, S. Gao, José del R. Millán and F. Babiloni, in: Journal of Neuroscience Methods, 2007

attachment

Nonverbal Social Sensing in Action: Unobtrusive Recording and Extracting of Nonverbal Behavior in Social Interactions Illustrated with a Research Example, Denise Frauendorfer, Marianne Schmid Mast, Laurent Son Nguyen and Daniel Gatica-Perez, in: Journal of Nonverbal Behavior, 38(2):231-245, 2014

attachment

[DOI]

Response Burden and Dropout in a Probability-Based Online Panel Study – A Comparison between an App and Browser-Based Design, Caroline Roberts, Jessica M. E. Herzing, Marc Asensio Manjon, Philip Abbet and Daniel Gatica-Perez, in: Journal of Official Statistics, 2022

[DOI]
[URL]

| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 |

processing time: 0.0005 seconds.