logo Idiap Research Institute        
All journal papers sorted by author
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |


A

Robust Speaker Change Detection, Jitendra Ajmera, Iain A. McCowan and Hervé Bourlard, in: IEEE Signal Processing Letters (to appear), 2003
attachment
A real-time deformable detector., Karim Ali, Francois Fleuret, David Hasler and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
attachment
Motion-Based Counter-Measures to Photo Attacks in Face Recognition, André Anjos, Murali Mohan Chakka and Sébastien Marcel, in: Institution of Engineering and Technology Journal on Biometrics, 2013
attachment
[URL]
Broadcasting oneself: Visual Discovery of Vlogging Styles, Oya Aran, Joan-Isaac Biel and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 16(1):201-215, 2014
attachment
[DOI]
Perceptual Information Loss due to Impaired Speech Production, Afsaneh Asaei, Milos Cernak and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017
attachment
Structured Sparsity Models for Reverberant Speech Separation, Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard and Volkan Cevher, in: IEEE/ACM Transaction on Audio, Speech and Language Processing, 2014
attachment
Social Robot Co-Design Canvases: A Participatory Design Framework, Minja Axelsson, Raquel Oliveira, Mattia Racca and V. Kyrki, in: ACM Transactions on Human-Robot Interaction, 11(1), 2022
attachment
[DOI]
[URL]

B

Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, Silèye O. Ba and Jean-Marc Odobez, in: IEEE Trans. on Pattern Analysis and Machine Intelligence, 33(1):101-116, 2011
attachment
Recognizing Human Visual Focus of Attention from Head Pose in Meetings, Silèye O. Ba and Jean-Marc Odobez, in: IEEE Transactions on Systems, Man, Cybernetics, Part-B, Vol. 39(No. 1), 2009
attachment
The 3-regular nets with 4 and 6 vertices per unit cell, M. Bader, W. E. Klee and Georg Thimm, in: Zeitschrift fur Kristallographie, 212, 1997
Multi-Commodity Network Flow for Tracking Multiple People, Horesh Ben Shitrit, Jerome Berclaz, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, Samy Bengio and Yoshua Bengio, in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000
attachment
Multiple Object Tracking using K-Shortest Paths Optimization, Jerome Berclaz, Engin Turetken, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011
VlogSense: Conversational Behavior and Social Attention in YouTube, Joan-Isaac Biel and Daniel Gatica-Perez, in: Transactions on Multimedia Computing, Communications and Applications, 2011
attachment
Hi YouTube! Personality Impressions and Verbal Content in Social Video, Joan-Isaac Biel, Daniel Gatica-Perez, John Dines and Vagia Tsminiaki, in: 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, ACM, 2013, 2013
attachment
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
attachment
Tactile Ergodic Coverage on Curved Surfaces, Cem Bilaloglu, Tobias Löw and Sylvain Calinon, in: IEEE Transactions on Robotics (T-RO), 2024
attachment
Whole-Body Ergodic Exploration with a Manipulator Using Diffusion, Cem Bilaloglu, Tobias Löw and Sylvain Calinon, in: IEEE Robotics and Automation Letters, 8(12):8581-8587, 2023
attachment
[DOI]
[URL]
Inferring competitive role patterns in reality TV show through nonverbal analysis, Raducanu Bogdan and Daniel Gatica-Perez, in: Multimedia Tools and Applications, Special issue on Social Media, 2010
attachment
Characterizing the EEG Correlates of Exploratory Behavior, Nicolas Bourdaud, Ricardo Chavarriaga, Ferran Galán and José del R. Millán, in: IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2008
attachment
Autoencoders Reloaded, Hervé Bourlard and Selen Hande Kabil, in: Springer Biological Cybernetics, 2022
[DOI]
[URL]
A Minimum-Jerk Approach to Handle Singularities in Virtual Fixtures, G. Braglia, Sylvain Calinon and L. Biagiotti, in: IEEE Robotics and Automation Letters (RA-L), 9(11):10256-10263, 2024
attachment
Finding Lines Under Bounded Error, Thomas M. Breuel, in: Pattern Recognition, 29(01), 1996
Towards a Robust BCI: Error Potentials and Online Learning, Anna Buttfield, Pierre W. Ferrez and José del R. Millán, in: IEEE Trans. on Neural Systems and Rehabilitation Engineering, 14(2), 2006
attachment

C

Gaussians on Riemannian Manifolds for Robot Learning and Adaptive Control, Sylvain Calinon, in: IEEE Robotics and Automation Magazine (RAM), 2020
attachment
A Tutorial on Task-Parameterized Movement Learning and Retrieval, Sylvain Calinon, in: Intelligent Service Robotics, 9(1):1-29, 2016
attachment
[DOI]
[URL]
Estimating the Intrinsic Dimension of Data with a Fractal-Based Method, Francesco Camastra and Alessandro Vinciarelli, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(10), 2002
attachment
Maya Codical Glyph Segmentation: A Crowdsourcing Approach, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: IEEE Transactions on Multimedia, 20(3):711-725, 2018
attachment
[DOI]
[URL]
How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 11(4):20, 2018
attachment
[DOI]
Evaluating Shape Representations for Maya Glyph Classification, Gulcan Can, Jean-Marc Odobez and Daniel Gatica-Perez, in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016
Class specific object recognition using kernel Gibbs distributions, Barbara Caputo, in: ELectronic Letters on Computer vision and Image Analysis, 7(2), 2008
attachment
Spin Glass Models of Markov Random Fields, Barbara Caputo, in: International Journal on Image, Systems and Technology, 16(5), 2006
attachment
Classifying Material in the Real World, Barbara Caputo, Eric Hayman, Mario Fritz and J-O Ekluhnd, in: Image and vision Computing, accepted for pub, 2009
Using the Europarl corpus for cross-linguistic research, Bruno Cartoni, Sandrine Zufferey and Thomas Meyer, in: Belgian Journal of Linguistics(27):23 – 42, 2013
[URL]
A Generative Model for Music Transcription, A. T. Cemgil, B. Kappen and David Barber, in: IEEE Transactions on Speech and Audio Processing, 2004
attachment
Incremental Syllable-Context Phonetic Vocoding, Milos Cernak, Philip N. Garner, Alexandros Lazaridis, Petr Motlicek and Xingyu Na, in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 23(6), 2015
attachment
[URL]
Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor, Cheng Chen, in: IEEE Transactions on Visualization and Computer Graphics, 17(11):1676-1689, 2011
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
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting, Haolin Chen and Philip N. Garner, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
attachment
[DOI]
On the use of client identity information for face anti-spoofing, Ivana Chingovska and André Anjos, in: IEEE Transactions on Information Forensics and Security, Special Issue on Biometric Anti-spoofing, 10(4):787-796, 2015
attachment
Biometrics Evaluation Under Spoofing Attacks, Ivana Chingovska, André Anjos and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 9(12):2264-2276, 2014
attachment
[DOI]
Automatic Word Recognition in Cars, Gérard Chollet and Chafic Mokbel, in: IEEE Speech and Audio Processing, 1995
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
Generalized Cauchy Machines, S. Cuche and Emile Fiesler, in: Neurocomputing, 1996

D


D

Heterogeneous Face Recognition Using Domain Specific Units, Tiago de Freitas Pereira, André Anjos and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security:13, 2019
attachment
[DOI]
Fairness in Biometrics: a figure of merit to assess biometric verification systems, Tiago de Freitas Pereira and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
attachment
[DOI]

D


D


D

Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition, Pranay Dighe, Afsaneh Asaei and Hervé Bourlard, in: Speech Communication: Special Issue on Advances in Sparse Modeling and Low-rank Modeling for Speech Processing, 76:230–244, 2016
attachment
[DOI]
Measuring the gap between HMM-based ASR and TTS, John Dines, Junichi Yamagishi and Simon King, in: IEEE Journal of Selected Topics in Signal Processing, in print, 2010
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
Passive Bimanual Skills Learning from Demonstration with Motion Graph Attention Networks, Z. Dong, Z. Li, Y. Yan, Sylvain Calinon and F. Chen, in: IEEE Robotics and Automation Letters (RA-L), 7(2):4917-4923, 2022
Adaptive Sampling for Large Scale Boosting, Charles Dubout and Francois Fleuret, in: Journal of Machine Learning Research, 15:1431-1453, 2014
attachment
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]
Leveraging Colour Segmentation for Upper-Body Detection, Stefan Duffner and Jean-Marc Odobez, in: Pattern Recognition, 47(6):2222-2230, 2014
attachment

E

A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition, Laurent El Shafey, Chris McCool, Roy Wallace and Sébastien Marcel, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(7):1788-1794, 2013
attachment
[DOI]
[URL]
Temporal Analysis of Motif Mixtures using Dirichlet Processes, Remi Emonet, Jagannadan Varadarajan and Jean-Marc Odobez, in: IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), 36(1), 2014
attachment
Spoofing Face Recognition with 3D Masks, Nesli Erdogmus and Sébastien Marcel, in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY:1084-1097, 2014
attachment
[DOI]

F

Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction, Martin Fajcik, Petr Motlicek and Pavel Smrz, in: Association for Computational Linguistics, Findings of the Association for Computational Linguistics: ACL 2023:10184–10205, 2023
[URL]
Discovering Routines from Large-Scale Human Locations using Probabilistic Topic Models, Katayoun Farrahi and Daniel Gatica-Perez, in: ACM Transactions on Intelligent Systems and Technology, 2(1), 2011
attachment
Probabilistic Mining of Socio-Geographic Routines from Mobile Phone Data, Katayoun Farrahi and Daniel Gatica-Perez, in: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 4(4), 2010
attachment
Automatic Facial Expression Analysis: A Survey, B. Fasel and Juergen Luettin, in: Pattern Recognition, 36(1), 2003
attachment
Speaker Diarization and Linking of Meeting Data, Marc Ferras, Srikanth Madikeri and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 24(11):1935-1945, 2016
Neural Network Classification and Formalization, Emile Fiesler, in: Computer Standards & Interfaces, 16(03), 1994
Multi-layer Boosting for Pattern Recognition, Francois Fleuret, in: Pattern Recognition Letter, 30, 2009
Multi-Camera People Tracking with a Probabilistic Occupancy Map, Francois Fleuret, Jerome Berclaz, Richard Lengagne and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(2), 2008
Stationary Features and Cat Detection, Francois Fleuret and Donald Geman, in: Journal of Machine Learning Research, 9, 2008
The ICSI RT-09 Speaker Diarization System, Gerald Friedland, Adam Janin, David Imseng, Xavier Anguera, Luke Gottlieb, Marijn Huijbregts, Mary Tai Knox and Oriol Vinyals, in: IEEE Transactions on Audio, Speech, and Language Processing, 20(2):371--381, 2012
[DOI]

G

Autoregressive Models of Amplitude Modulations in Audio Compression, Sriram Ganapathy, Petr Motlicek and Hynek Hermansky, in: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2010
attachment
[URL]
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
Motion Mappings for Continuous Bilateral Teleoperation, Xiao Gao, J. Silverio, E. Pignat, Sylvain Calinon, Miao Li and Xiaohui Xiao, in: IEEE Robotics and Automation Letters, 6(3):5048-5055, 2021
attachment
A Simple Continuous Pitch Estimation Algorithm, Philip N. Garner, Milos Cernak and Petr Motlicek, in: IEEE Signal Processing Letters, 20(1):102--105, 2013
attachment
[URL]
A Bayesian Approach to Recurrence in Neural Networks, Philip N. Garner and Sibo Tong, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2527--2537, 2021
attachment
[DOI]
Signal Processing in the Workplace, Daniel Gatica-Perez, in: IEEE Signal Processing Magazine, 32(1):121-125, 2015
attachment
Automatic nonverbal analysis of social interaction in small groups: A review, Daniel Gatica-Perez, in: Image and Vision Computing, Special Issue on Human Behavior, 27(12), 2009
attachment
Audio-visual probabilistic tracking of multiple speakers in meetings, Daniel Gatica-Perez, Guillaume Lathoud, Jean-Marc Odobez and Iain A. McCowan, in: IEEE Trans. on Audio, Speech, and Language Processing, accepted for publication., 2006
attachment
Finding Structure in Home Videos by Probabilistic Hierarchical Clustering, Daniel Gatica-Perez, Alexander Loui and Ming-Ting Sun, in: IEEE Transactions on Circuits and Systems for Video Technology, 13(6), 2003
attachment
From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition, Anjith George and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024
attachment
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
A Discriminative Kernel-based Model to Rank Images from Text Queries, David Grangier and Samy Bengio, in: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), X, 2008
attachment

H

Keyword Extraction and Clustering for Document Recommendation in Conversations, Maryam Habibi and Andrei Popescu-Belis, in: IEEE/ACM Transactions on Audio Speech and Language Processing, 23(4):746 - 759, 2015
attachment
[DOI]
Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, Weipeng He, Petr Motlicek and Jean-Marc Odobez, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021
[DOI]
[URL]
Identifying Privacy Personas, Olena Hrynenko and Andrea Cavallaro, in: Proceedings on Privacy Enhancing Technologies, 2025
attachment
Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior, Hayley Hung and Daniel Gatica-Perez, in: IEEE Trans. on Multimedia, Special Issue on Multimodal Affective Interaction, 12(6):563 - 575, 2010
attachment
Estimating Dominance in Multi-Party Meetings Using Speaker Diarization, Hayley Hung, Yan Huang, Gerald Friedland and Daniel Gatica-Perez, in: IEEE Transactions on Audio, Speech, and Language Processing, 19(4):847-860, 2011
attachment

I

Tuning-Robust Initialization Methods for Speaker Diarization, David Imseng and Gerald Friedland, in: IEEE Transactions on Audio, Speech, and Language Processing, 18(8):2028-2037, 2010
attachment
[DOI]

J

Automatic pathological speech intelligibility assessment exploiting subspace-based analyses, Parvaneh Janbakhshi, Ina Kodrasi and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1717 - 1728, 2020
attachment
[DOI]
Temporal Super-Resolution Microscopy Using a Hue-Encoded Shutter, Christian Jaques, Emmanuel Pignat, Sylvain Calinon and Michael Liebling, in: Optical Society of America Biomedical Optics Express, 10(09):4727-4741, 2019
[DOI]
[URL]
Improving the control of prosthetic hands with tactile sensing, N. Jaquier and Sylvain Calinon, in: Micro & Nano Magazine, Micronarc:42-43, 2018
attachment
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

K

Discriminative Keyword Spotting, Joseph Keshet, David Grangier and Samy Bengio, in: Speech Communication, 51(4), 2009
attachment
Spectro-temporal sparsity characterization for dysarthric speech detection, Ina Kodrasi and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1210-1222, 2020
attachment
Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation, Ina Kodrasi and Simon Doclo, in: IEEE Transaction on Acoustics, Speech and Language Processing, 26(6):1106-1118, 2018
attachment
Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, Pavel Korshunov and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
attachment
Exploring Human Biometrics: A Focus on Security Concerns and Deep Neural Networks, Vedrana Krivokuca, in: APSIPA Transactions on Signal and Information Processing, 2023
attachment
[DOI]
[URL]
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, Vedrana Krivokuca and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 4(1):117-134, 2022
attachment
[DOI]
Combining Social and Intrinsically-Motivated Learning for Multi-Task Robot Skill Acquisition, Thibaut Kulak and Sylvain Calinon, in: IEEE Transactions on Cognitive and Developmental Systems, 15(2):385-394, 2023
attachment
[DOI]
Beamforming with a Maximum Negentropy Criterion, Kenichi Kumatani, John McDonough, Barbara Rauch, Dietrich Klakow, Philip N. Garner and Weifeng Li, in: IEEE Transactions on Audio Speech and Language Processing, 17(5), 2009
attachment

L

Analysing the potential of open hotel review databases for IEQ assessment: A text mining approach, Giulia Lamberti, Roberto Boghetti, Fabio Fantozzi, Francesco Leccese and Giacomo Salvadori, in: Analysing the potential of open hotel review databases for IEQ assessment: A text mining approach:1-19, 2024
[DOI]
[URL]
Sector-Based Detection for Hands-Free Speech Enhancement in Cars, Guillaume Lathoud, Julien Bourgeois and Jürgen Freudenberger, in: EURASIP Journal on Applied Signal Processing, Special Issue on Advances in Multimicrophone Speech Processing, 2006
attachment
Short-Term Spatio-Temporal Clustering Applied to Multiple Moving Speakers, Guillaume Lathoud and Jean-Marc Odobez, in: IEEE Transactions on Audio, Speech and Language Processing, 15(5):15, 2007
attachment
Improving speech embedding using crossmodal transfer learning with audio-visual data, Nam Le and Jean-Marc Odobez, in: Multimedia Tools and Applications, 78(11):15681-15704, 2019
[DOI]
Jointly Informative Feature Selection, Leonidas Lefakis and Francois Fleuret, in: Journal of Machine Learning Research, 2016
treeKL: A distance between high dimension empirical distributions, Riwal Lefort and Francois Fleuret, in: Pattern Recognition Letters, 34(2):140-145, 2013
attachment
Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science, Yuanhui Lin and Daniel Gatica-Perez, in: ACM Journal on Computing and Sustainable Societies, 2023
attachment
A Differential Approach for Gaze Estimation, Gang Liu, Yu Yu and Jean-Marc Odobez, in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021
attachment
[DOI]
[URL]
gafro: Geometric Algebra for Robotics, Tobias Löw, Philip Abbet and Sylvain Calinon, in: IEEE Robotics and Automation Magazine, 2024
attachment
drozBot: Using Ergodic Control to Draw Portraits, Tobias Löw, Jérémy Maceiras and Sylvain Calinon, in: IEEE Robotics and Automation Letters:7, 2022
attachment
[DOI]
[URL]
Speechreading using Probabilistic Models, Juergen Luettin and Neil A. Thacker, in: Computer Vision and Image Understanding, 65(02), 1997

M

Sensing the `Health State` of our Society, Anmol Madan, Manuel Cebrian, Sai Moturu, Katayoun Farrahi and Alex Pentland, in: IEEE Pervasive Computing, Special Issue on Large-Scale Opportunistic Sensing, 2011
attachment
Person Authentication using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation, Sébastien Marcel and José del R. Millán, in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Special Issue on Biometrics, 2007
attachment
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
Online Learning of Continuous Signed Distance Fields Using Piecewise Polynomials, Ante Marić, Yiming Li and Sylvain Calinon, in: IEEE Robotics and Automation Letters (RA-L), 9(6):6020-6026, 2024
attachment
[DOI]
[URL]
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, Angel Martínez-González, Michael Villamizar, Olivier Canévet and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020
attachment
[DOI]
[URL]
On the Complexity of Recognizing Regions Computable by Two-Layered Perceptrons, Eddy Mayoraz, in: Annals Mathematics and Artificial Intelligence, 1999
attachment
On the Power of Democratic Networks, Eddy Mayoraz, in: SIAM Journal of Discr. Math, 9(02), 1996
attachment
Microphone Array Post-filter based on Noise Field Coherence, Iain A. McCowan and Hervé Bourlard, in: IEEE Transactions on Speech and Audio Processing, 11(6), 2003
attachment
Automatic Analysis of Multimodal Group Actions in Meetings, Iain A. McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard and Dong Zhang, in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004
attachment
Convexity in source separation: Models, geometry, and algorithms, Michael McCoy, Volkan Cevher, Quoc Tran Dinh, Afsaneh Asaei and Luca Baldassarre, in: IEEE Signal Processing Magazine, Special Issue on Source Separation and Applications, 2013
attachment
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
attachment
[DOI]
Disambiguating Discourse Connectives for Statistical Machine Translation, Thomas Meyer, Najeh Hajlaoui and Andrei Popescu-Belis, in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(7):1184-1197, 2015
attachment
[DOI]

M


M

Brain-Controlled Robots, José del R. Millán, in: IEEE Intelligent Systems, 2008
attachment
Interfaces Cerebrales, José del R. Millán, in: Mente y Cerebro, 13(July), 2005
attachment
Adaptive Brain Interfaces, José del R. Millán, in: Communications of the ACM, 46(3), 2003
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
Asynchronous BCI and Local Neural Classifiers: An Overview of the Adaptive Brain Interface Project, José del R. Millán and J. Mouriño, in: IEEE Trans. on Neural Systems and Rehabilitation Engineering, Special Issue on Brain-Computer Interface Technology, 11(2), 2003
attachment
Brain-Actuated Interaction, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: Artificial Intelligence, 159(1-2), 2004
attachment
Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: IEEE Trans. on Biomedical Engineering, Special Issue on Brain-Machine Interfaces, 51(6), 2004
attachment
Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, Amir Mohammadi, Sushil Bhattacharjee and Sébastien Marcel, in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017
attachment
[DOI]
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, Alireza Mohammadshahi and James Henderson, in: Transactions of the Association for Computational Linguistics (2021), 9:18, 2021
attachment
[DOI]
[URL]
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, Alireza Mohammadshahi and James Henderson, in: Transactions of the Association for Computational Linguistics(under submission), 2020
Modeling semantic aspects for cross-media image indexing, Florent Monay and Daniel Gatica-Perez, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007
attachment
Contextual classification of image patches with latent aspect models, Florent Monay, Pedro Quelhas, Jean-Marc Odobez and Daniel Gatica-Perez, in: EURASIP Journal on Image and Video Processing, Special Issue on Patches in Vision, 2009
attachment
Wide-Band Audio Coding based on Frequency Domain Linear Prediction, Petr Motlicek, Sriram Ganapathy, Hynek Hermansky and Harinath Garudadri, in: EURASIP Journal on Audio Speech and Music Processing, 2010(856280), 2010
attachment
[DOI]
[URL]
Exploiting foreign resources for DNN-based ASR, Petr Motlicek, David Imseng, Blaise Potard, Philip N. Garner and Ivan Himawan, in: EURASIP Journal on Audio, Speech, and Music Processing(2015:17), 2015
attachment
[DOI]
Long-Term Spectral Statistics for Voice Presentation Attack Detection, Hannah Muckenhirn, Pavel Korshunov, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(11):2098-2111, 2017
attachment
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
attachment

N

Learning Optimal Impedance Control During Complex 3D Arm Movements, A. Naceri, T. Schumacher, Q. Li, Sylvain Calinon and H. Ritter, in: IEEE Robotics and Automation Letters (RA-L), 6(2):1248-1255, 2021
attachment
[DOI]
[URL]

O

Embedding Motion in Model-Based Stochastic Tracking, Jean-Marc Odobez, Daniel Gatica-Perez and Silèye O. Ba, in: IEEE Transaction on Image Processing, 15(11), 2006
Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features, Shogo Okada, Laurent Son Nguyen, Oya Aran and Daniel Gatica-Perez, in: ACM Transactions on Multimedia Computing, Communications, and Applications, 15(1), 2019
attachment
Bounded kernel-based perceptrons, Francesco Orabona, Joseph Keshet and Barbara Caputo, in: Journal of Machine Learning Research, Accepted for pub, 2009
Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, Hatef Otroshi Shahreza, Yanina Y. Shkel and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023
[DOI]
[URL]

P

Implicit Human Centered Tagging, Maja Pantic and Alessandro Vinciarelli, in: IEEE Signal Processing Magazine, 26, 2009
attachment
GILE: A Generalized Input-Label Embedding for Text Classification, Nikolaos Pappas and James Henderson, in: Transactions of the Association for Computational Linguistics (TACL), 2019
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
Adaptive Sentiment-Aware One-Class Collaborative Filtering, Nikolaos Pappas and Andrei Popescu-Belis, in: Expert Systems with Applications, 43:23-41, 2016
attachment
[DOI]
[URL]
Combining Content with User Preferences for Non-Fiction Multimedia Recommendation: A Study on TED Lectures, Nikolaos Pappas and Andrei Popescu-Belis, in: Multimedia Tools and Applications, Special Issue on Content Based Multimedia Indexing, 74(4):1175-1197, 2015
attachment
[DOI]
Non-Invasive Estimation of Local Field Potentials for Neuroprosthesis Control, R. Grave de Peralta Menendez, S. L. González Andino, L. Perez, Pierre W. Ferrez and José del R. Millán, in: Cognitive Processing, Special Issue on Motor Planning in Humans and Neuroprosthesis Control, 6(1), 2005
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
Learning adaptive dressing assistance from human demonstration, E. Pignat and Sylvain Calinon, in: Robotics and Autonomous Systems, 93:61-75, 2017
attachment
[DOI]
[URL]
Bayesian Gaussian mixture model for robotic policy imitation, Emmanuel Pignat and Sylvain Calinon, in: IEEE Robotics and Automation Letters, 4(4):4452 - 4458, 2019
attachment
[DOI]
[URL]
COLD: The COsy Localization Database, Andrzej Pronobis and Barbara Caputo, in: International Journal of Robotics Research, 28(5), 2009
attachment

Q

A Thousand Words in a Scene, Pedro Quelhas, Jean-Marc Odobez, Daniel Gatica-Perez and Tinne Tuytelaars, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007
attachment

R

SimpleMKL, Alain Rakotomamonjy, Francis Bach, Stéphane Canu and Yves Grandvalet, in: Journal of Machine Learning Research, 9, 2008
attachment
Sparse Subspace Modeling for Query by Example Spoken Term Detection, Dhananjay Ram, Afsaneh Asaei and Hervé Bourlard, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018
attachment
Neural Network based End-to-End Query by Example Spoken Term Detection, Dhananjay Ram, Lesly Miculicich and Hervé Bourlard, in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020
attachment
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
attachment
[DOI]
A Fast Parts-based Approach to Speaker Verification using Boosted Slice Classifiers, Anindya Roy, Mathew Magimai.-Doss and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 7(1):241-254, 2012
attachment

S

Vocal Tract Length Normalization for Statistical Parametric Speech Synthesis, Lakshmi Saheer, John Dines and Philip N. Garner, in: IEEE Transactions on Audio, Speech and Language Processing, 2012
attachment
Combining Vocal Tract Length Normalization with Hierarchical Linear Transformations, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, in: IEEE Journal of Selected Topics in Signal Processing - Special Issue on Statistical Parametric Speech Synthesis, 8(2):262 - 272, 2014
attachment
[DOI]
Automatic Recognition of Emergent Social Roles in Small Group Interactions, A. Sapru and Hervé Bourlard, in: Multimedia, IEEE Transactions, 17(5):746 - 760, 2015
[DOI]
Time Resolved Polarimetry on an Optical Fiber Ammeter, Indu Saxena and R. B. Torbert, in: Journal of the European Optical Society, 5, 1996
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]
Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, Remy Siegfried and Jean-Marc Odobez, in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022
attachment
[DOI]
[URL]
Learning Task Priorities from Demonstrations, J. Silverio, Sylvain Calinon, L. Rozo and D. G. Caldwell, in: IEEE Transactions on Robotics, 35(1):78-94, 2019
attachment
[DOI]
[URL]
Joint Speaker Verification and Anti-Spoofing in the i-Vector Space, Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 10(4):821-832, 2015
attachment
[DOI]
Speech recognition with auxiliary information, Todd Andrew Stephenson, Mathew Magimai.-Doss and Hervé Bourlard, in: IEEE Trans. on Speech and Audio Processing, 4, 2004
Adaptive relevance feedback for large-scale image retrieval, Nicolae Suditu and Francois Fleuret, in: Multimedia Tools and Applications, 75(12):6777-6807, 2016
[DOI]

T

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
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
High Order and Multilayer Perceptron Initialization, Georg Thimm and Emile Fiesler, in: IEEE Transactions on Neural Networks, 8(02), 1997
Two neural network construction methods, Georg Thimm and Emile Fiesler, in: Neural Processing Letters, 6(01), 1997
Zeolite cycle sequences, Georg Thimm and W. E. Klee, in: Zeolites, 19, 1997

U


V

Subjective Evaluation of Join Cost and Smoothing Methods for Unit Selection Speech Synthesis, Jithendra Vepa and Simon King, in: IEEE Trans. on Audio, Speech and Language Processing, 14(5), 2006
attachment
An Information Theoretic Combination of MFCC and TDOA Features for Speaker Diarization, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Transactions on Audio Speech and Language Processing, 19(2), 2011
[DOI]
An Information Theoretic Approach to Speaker Diarization of Meeting Data, Deepu Vijayasenan, Fabio Valente and Hervé Bourlard, in: IEEE Transactions on Audio Speech and Language Processing, 17(7), 2009
attachment
[DOI]
Capturing Order in Social Interactions, Alessandro Vinciarelli, in: IEEE Signal Processing Magazine, 2009
attachment
Noisy Text Categorization, Alessandro Vinciarelli, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(12), 2005
attachment
A Survey of Personality Computing, Alessandro Vinciarelli and Gelareh Mohammadi, in: IEEE Transaction on Affective Computing, 5(3):273-291, 2014
attachment
www.sspnet.eu: A Web Portal for Social Signal Processing, Alessandro Vinciarelli and Maja Pantic, in: IEEE Signal Processing Magazine, 27(4):142-144, 2010
attachment

W

Tracking Interacting Objects Using Intertwined Flows, Xinchao Wang, Engin Turetken, Francois Fleuret and Pascal Fua, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016

Y

Fast Human Detection from Joint Appearance and Foreground Feature Subset Covariances, Jian Yao and Jean-Marc Odobez, in: Computer Vision and Image Understanding, 115(10):1414-1426, 2011
attachment
HeadFusion: 360 degree Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction, Yu Yu, Kenneth Alberto Funes Mora and Jean-Marc Odobez, in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 40(11), 2018
attachment
[DOI]

Z

Programming by Demonstration for Shared Control with an Application in Teleoperation, M. Zeestraten, I. Havoutis and Sylvain Calinon, in: IEEE Robotics and Automation Letters (RA-L), 3(3):1848-1855, 2018
attachment
[DOI]
[URL]
An Approach for Imitation Learning on Riemannian Manifolds, M. Zeestraten, I. Havoutis, J. Silverio, Sylvain Calinon and D. G. Caldwell, in: IEEE Robotics and Automation Letters (RA-L), 2(3):1240-1247, 2017
attachment
[DOI]
[URL]
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |