All publications
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2019
| Joint estimation of RETF vector and power spectral densities for speech enhancement based on alternating least squares, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, pages 795--799, 2019 |
| Learning Entailment-Based Sentence Embeddings from Natural Language Inference, , and , Idiap-RR-20-2019 |
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| Learning an event sequence embedding for event-based deep stereo, , , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2019 |
| Reducing Noise in GAN Training with Variance Reduced Extragradient, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2019 |
| Uncertainty-aware imitation learning using kernelized movement primitives, , , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019 |
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| On the Tunability of Optimizers in Deep Learning, , , , and , Idiap-RR-19-2019 |
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| Reinforcement learning of trajectory distributions: Applications in assisted teleoperation and motion planning, , , , , and , in: IEEE International Conference on Intelligent Robots and Systems, 2019 |
| SCALAR: Simultaneous Calibration of 2-D Laser and Robot Kinematic Parameters Using Planarity and Distance Constraints, , and , in: IEEE Transactions on Automation Science and Engineering, 16(4):1971-1979, 2019 |
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| Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task, , and , in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), Hong Kong, pages 27-33, Association for Computational Linguistics, 2019 |
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| Adaptive Design of Experiments for Conservative Estimation of Excursion Sets, , , , and , in: Technometrics, 2019 |
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| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , , and , in: Proceedings of APSIPA ASC 2019, 2019 |
| Self-attention for Speech Emotion Recognition, , and , in: Proc. Interspeech 2019, 2019 |
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| Neural VTLN for Speaker Adaptation in TTS, and , in: Proc. 10th ISCA Speech Synthesis Workshop, ISCA, Vienna, Austria, pages 6, 2019 |
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| Towards Measuring the Amount of Discriminatory Information in Finger Vein Biometric Characteristics Using a Relative Entropy Estimator, , , , and , in: Handbook of Vascular Biometrics, pages 507-525, Springer Open, 2019 |
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| On the Recognition Performance of BioHash-Protected Finger Vein Templates, and , in: Handbook of Vascular Biometrics, pages 465-480, Springer Open, 2019 |
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| Building energy models with Morphological urban-scale parameters: a case study in Turin, , , , , and , in: Proceedings of 4th Building Simulation Applications Conference - BSA 2019, 2019 |
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| The Simulation of Mean Radiant Temperature in Outdoor Conditions: A Review of Architectural Tools Calculation Assumptions, , , and , in: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, 2019 |
| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, , in: Mixture Models and Applications, pages 39-57, Springer, 2019 |
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| Interactive Generation of Calligraphic Trajectories from Gaussian Mixtures, , and , in: Mixture Models and Applications, pages 23-38, Springer, 2019 |
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| Improving dual-arm assembly by master-slave compliance, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation, pages 8676-8682, 2019 |
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| Bayesian Gaussian mixture model for robotic policy imitation, and , in: IEEE Robotics and Automation Letters, 4(4):4452 - 4458, 2019 |
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| Daylighting simulation for external Venetian blinds based on HDR sky luminance monitoring with matrix algebraic approach, , and , in: Energy Procedia, 158:2677-2682, 2019 |
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| Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, , and , in: Solar Energy, 2019 |
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| CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning, , , and , in: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, New-York, USA, pages 356-357, ACM, 2019 |
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| Idiap submission to the NIST SRE 2018 Speaker Recognition Evaluation, , , and , Idiap-RR-17-2019 |
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| SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage, , , , , , , , , , , and , in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations. 2019, pages 19-24, 2019 |
| TOWARDS MULTILINGUAL SIGN LANGUAGE RECOGNITION, , and , Idiap-RR-16-2019 |
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| Retrofitting, district heating and energy storage: neighborhood energy planning, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| A smart luminaire in an office environment: impact on light distribution, user interactions and comfort, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Multi-agent reinforcement learning for adaptive demand response in smart cities, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Daylight regulated by automated external Venetian blinds based on HDR sky luminance mapping in winter, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| A morphological based PV generation and energy consumption predictive model for Singapore neighbourhood, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| CO2 experimental measurements towards the development of a predictive framework using user actions in smart buildings, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
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| Language Independent Query by Example Spoken Term Detection, , École Polytechnique Fédérale de Lausanne, 2019 |
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| Idiap submission to the NIST SRE 2019 Speaker Recognition Evaluation, , , , and , Idiap-RR-15-2019 |
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| Overview of the 6th Workshop on Asian Translation, , in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 1–35, Association for Computational Linguistics, 2019 |
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| Idiap NMT System for WAT 2019 Multimodal Translation Task, and , in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 175–180, Association for Computational Linguistics, 2019 |
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| Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation, , and , in: WNGT EMNLP, 2019 |
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| Vulnerability of Face Recognition to Deep Morphing, and , in: International Conference on Biometrics for Borders, 2019 |
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| Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science:11, 2019 |
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| Idiap Abstract Text Summarization System for German Text Summarization Task, and , in: Proceedings of the 4th edition of the Swiss Text Analytics Conference, 2019 |
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| Multilingual Bottleneck Features for Query by Example Spoken Term Detection, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019 |
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| Understanding Raw Waveform based CNN through Low-rank Spectro-Temporal Decoupling, , and , Idiap-RR-11-2019 |
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| Subunits Inference and Lexicon Development Based on Pairwise Comparison of Utterances and Signs, and , in: Information, 10:298, 2019 |
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| A BAYESIAN APPROACH TO INTER-TASK FUSION FOR SPEAKER RECOGNITION, , and , in: In Proceedings of ICASSP 2019, Brighton, ENGLAND, pages 5786-5790, 2019 |
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| Super-gaussianity of Speech Spectral Coefficients as a Potential Biomarker for Dysarthric Speech Detection, and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2019 |
| Joint acoustic localization and dereverberation through plane wave decomposition and sparse regularization, , , , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(12):1893-1905, 2019 |
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| Domain Adaptation and Investigation of Robustness of DNN-based Embeddings for Text-Independent Speaker Verification Using Dilated Residual Networks, , and , Idiap-RR-10-2019 |
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| Learning from demonstration with model-based Gaussian process, , and , in: Conference on Robot Learning, 2019 |
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| Bayesian Optimization Meets Riemannian Manifolds in Robot Learning, , , and , in: Conference on Robot Learning, 2019 |
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