All publications
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2016
| Learning Robot Manipulation Tasks with Task-Parameterized Semi-Tied Hidden Semi-Markov Model, and , in: IEEE Robotics and Automation Letters, 1(1):235-242, 2016 |
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| Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey, , and , in: Face Recognition Across the Imaging Spectrum, Springer, 2016 |
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| Learning Explainable User Sentiment and Preferences for Information Filtering, , École Polytechnique Fédérale de Lausanne, 2016 |
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| A Point-Spread-Function-Aware Filtered Backprojection Algorithm for Focal-Plane-Scanning Optical Projection Tomography, and , in: 2016 IEEE International Symposium on Biomedical Imaging, 2016 |
| An Analysis of Rhythmic Staccato-Vocalization Based on Frequency Demodulation for Laughter Detection in Conversational Meetings, , , and , Idiap-RR-02-2016 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , Idiap-RR-01-2016 |
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| Computer vision profiling of neurite outgrowth dynamics reveals spatio-temporal modularity of Rho GTPase signaling, , , , , , , , , and , in: Journal of Cell Biology, 212(1):91-111, 2016 |
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| Integration of Real-Time Speech Processing Technologies for Online Gaming, , and , Idiap-Com-01-2016 |
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| Jointly Informative Feature Selection, and , in: Journal of Machine Learning Research, 2016 |
| Hirability in the wild: Analysis of online conversational video resumes, and , in: IEEE Trans. on Multimedia, 18(7):1422-1437, 2016 |
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| On degeneracy and invariances of random fields paths with applications in Gaussian process modelling, , and , in: Journal of Statistical Planning and Inference, 170:117-128, 2016 |
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| Evaluating Shape Representations for Maya Glyph Classification, , and , in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016 |
| Ancient Maya Writings as High-Dimensional Data: a Visualization Approach, , , and , in: Digital Humanities (DH), Krakow, 2016 |
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| Intonation atom based emphasis transfer, and , Idiap-RR-14-2016 |
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| TDOA Matrices: Algebraic Properties and their Application to Robust Denoising with Missing Data, , , and , in: IEEE Transactions on Signal Processing, 64(20):5242-5254, 2016 |
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| INFORMATION THEORETIC CLUSTERING FOR UNSUPERVISED DOMAIN-ADAPTATION, , and , Idiap-RR-09-2016 |
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| DEEP NEURAL NETWORK BASED POSTERIORS FOR TEXT-DEPENDENT SPEAKER VERIFICATION, , , and , Idiap-RR-08-2016 |
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| Predicting the intrusiveness of noise through sparse coding with auditory kernels, and , in: Speech Communication, 76:186-200, 2016 |
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| Fast K-Means with Accurate Bounds, and , Idiap-RR-17-2016 |
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| A Tutorial on Task-Parameterized Movement Learning and Retrieval, , in: Intelligent Service Robotics, 9(1):1-29, 2016 |
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| Gaze Estimation in the 3D Space Using RGB-D sensors. Towards Head-Pose And User Invariance., and , in: International Journal of Computer Vision, 118(2):194-216, 2016 |
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| Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization, , , , , and , in: IEEE Transactions on Signal Processing, 64(3):567-579, 2016 |
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| Adaptive Sentiment-Aware One-Class Collaborative Filtering, and , in: Expert Systems with Applications, 43:23-41, 2016 |
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| Computational Methods for Underdetermined Convolutive Speech Localization and Separation via Model-based Sparse Component Analysis, , , and , in: Speech Communication, 76:201-217, 2016 |
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| Articulatory feature based continuous speech recognition using probabilistic lexical modeling, and , in: Computer Speech and Language, 36:233-259, 2016 |
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| Adaptive relevance feedback for large-scale image retrieval, and , in: Multimedia Tools and Applications, 75(12):6777-6807, 2016 |
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| Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition, , and , in: Speech Communication: Special Issue on Advances in Sparse Modeling and Low-rank Modeling for Speech Processing, 76:230–244, 2016 |
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| Twitter Sentiment Analysis (Almost) from Scratch, , and , Idiap-RR-15-2016 |
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| Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, , , , and , in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016 |
2015
| Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment, , , , and , in: ACM Transactions on Interactive Intelligent Systems, 5(2):6, 2015 |
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| Global Optimization with Sparse and Local Gaussian Process Models, and , in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015 |
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| Differentiating the Multipoint Expected Improvement for Optimal Batch Design, , and , in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015 |
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| Trustworthy Biometric Verification under Spoofing Attacks: Application to the Face Mode, , École Polytechnique Fédérale de Lausanne, 2015 |
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| Proceedings of the Second Workshop on Discourse in Machine Translation (DiscoMT 2015), , , and , Association for Computational Linguistics, 2015 |
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| Klewel Webcast: from Research to Growing Company, , , and , in: IEEE Multimedia, 22(4):94-99, 2015 |
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| Combining dynamic head pose-gaze mapping with the robot conversational state for attention recognition in human-robot interactions, and , in: Pattern Recognition Letters, 66:81-90, 2015 |
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| Transfer Learning through Greedy Subset Selection, , and , in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015 |
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| Robot Learning with Task-Parameterized Generative Models, , in: Proc. Intl Symp. on Robotics Research, 2015 |
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| Learned Minimal Intervention Control Synthesis based on Hidden Semi-Markov Models, , and , in: Proc. of the 8th Intl Workshop on Human-Friendly Robotics, pages 17, 2015 |
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| Kullback-Leibler Proximal Variational Inference, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, pages 3402-3410, 2015 |
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| Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places, and , in: Proceedings of the 23rd ACM International Conference on Multimedia, Brisbane, Australia, pages 211-220, ACM, 2015 |
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| CommuniSense: Crowdsourcing Road Hazards in Nairobi, , , , , , and , in: Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, pages 445-456, ACM, 2015 |
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| Looking at Cities in Mexico with Crowds, , and , in: Proceedings of the 2015 Annual Symposium on Computing for Development, London, United Kingdom, pages 127-135, ACM, 2015 |
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| Learning to Segments Objects Candidates, , and , in: Advances in Neural Information Processing Systems, Montreal, Canada, pages 1990-1998, Curran Associates, Inc., 2015 |
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| An Investigation of Muscle Models for Physiologically Based Intonation Modelling, and , in: Proceedings of the 23rd Telecommunications Forum, pages 468--471, 2015 |
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| On Compressibility of Neural Network phonological Features for Low Bit Rate Speech Coding, , and , in: Proceeding of Interspeech, pages 418-422, ISCA, 2015 |
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| Pronunciation Lexicon Development for Under-Resourced Languages Using Automatically Derived Subword Units: A Case Study on Scottish Gaelic, , and , in: 4th Biennial Workshop on Less-Resourced Languages, 2015 |
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| International Conference on Mobile and Ubiquitous Multimedia, , and , in: Happy and Agreeable? Multi-Label Classification of Impressions in Social Video, Linz, Austria, pages 109-120, ACM, 2015 |
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| Towards Multiple Pronunciation Generation in Acoustic G2P Conversion Framework, , and , Idiap-RR-34-2015 |
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