machine learning
Publications for keyword "machine learning"
2024
| Discovering Meaningful Units from Text Sequences, , EPFL, 2024 |
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| Temporal fine-tuning for early risk detection, , , and , in: Memorias De Las JAIIO, Argentina, pages 137-149, 2024 |
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2022
| Readback Error Detection by Automatic Speech Recognition and Understanding -- Results of HAAWAII Project for Isavia’s Enroute Airspace, , , , , , , , , and , in: 11th SESAR Innovation Days, SESAR, pages 9, 2022 |
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| State-of-the-art retinal vessel segmentation with minimalistic models, , , , , and , in: Nature Scientific Reports, 12(6174), 2022 |
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2021
| Evaluation of Urban Scale Building Energy-Use Models and Tools – Application for the City of Fribourg, Switzerland, , , and , in: Sustainability, 13(7), 2021 |
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| Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility, , , , , and , in: Journal of Physics: Conference Series, IOP Publishing, 2021 |
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2018
| Building Blocks of Assistant Based Speech Recognition for Air Traffic Management Applications, , , , , , , and , in: Conference: SESAR Innovation Days 2018, European Union, Eurocontrol, Salzburg, Austria, SESARJU, 2018 |
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| Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities, , , and , in: Sustainable Cities and Society, 2018 |
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| Semi-supervised Adaptation of Assistant Based Speech Recognition Models for different Approach Areas, , , , , , , , , , and , in: 37th AIAA/IEEE Digital Avionics Systems Conference, AIAA/IEEE, London, 2018 |
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2017
| BEAT: An Open-Source Web-Based Open-Science Platform, , and , Idiap-RR-14-2017 |
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| Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data, , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 1(4):125-157, 2017 |
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| Object Detection with Active Sample Harvesting, , École Polytechnique Fédérale de Lausanne, 2017 |
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2012
| Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , Idiap-RR-25-2012 |
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2009
| On the design of audio features robust to the album-effect for music information retrieval., , Ecole Polytechnique Fédérale de Lausanne, 2009 |
2008
| Machine Learning for Information Retrieval, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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| Probabilistic models for music, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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