Idiap Publications - Public RSS - Publications 2.0 Idiap Publications - Public RSS - Publications 2.0 https://publications.idiap.ch/ idiap.ch Reliability Estimation of News Media Sources: Birds of a Feather Flock Together Sergio Burdisso, Dairazalia Sanchez-Cortes, Esaú VILLATORO-TELLO and Petr Motlicek: "Reliability Estimation of News Media Sources: Birds of a Feather Flock Together" https://publications.idiap.ch/publications/show/5307 SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik and Sébastien Marcel: "SDFR: Synthetic Data for Face Recognition Competition" https://publications.idiap.ch/publications/show/5306 A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference Mokanarangan Thayaparan, Marco Valentino and Andre Freitas: "A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference" https://publications.idiap.ch/publications/show/5304 Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models Julia Rozanova, Marco Valentino and Andre Freitas: "Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models" https://publications.idiap.ch/publications/show/5303 Face Reconstruction from Partially Leaked Facial Embeddings Hatef Otroshi Shahreza and Sébastien Marcel: "Face Reconstruction from Partially Leaked Facial Embeddings" https://publications.idiap.ch/publications/show/5302 Face Recognition Using Lensless Camera Hatef Otroshi Shahreza, Alexandre Veuthey and Sébastien Marcel: "Face Recognition Using Lensless Camera" https://publications.idiap.ch/publications/show/5301 Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel: "Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack" https://publications.idiap.ch/publications/show/5296 Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition Behrooz Razeghi, Parsa Rahimi and Sébastien Marcel: "Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition" https://publications.idiap.ch/publications/show/5295 Inference from Real-World Sparse Measurements Arnaud Pannatier, Kyle Matoba and Francois Fleuret: "Inference from Real-World Sparse Measurements" https://publications.idiap.ch/publications/show/5294 FRCSyn-onGoing: Benchmarking and Comprehensive Evaluation of Real and Synthetic Data to Improve Face Recognition Systems Alexander Unnervik, Anjith George, Hatef Otroshi Shahreza, Parsa Rahimi and Christophe Ecabert: "FRCSyn-onGoing: Benchmarking and Comprehensive Evaluation of Real and Synthetic Data to Improve Face Recognition Systems" https://publications.idiap.ch/publications/show/5291 Why daylight should be a priority for urban planning Carlo Volf, Bruno Bueno, Peter Edwards, Richard Hobday, Stephan Mäder, Barbara Matusiak, Katharina Wulff, Werner Osterhaus, Gabriele Manoli, Christina Della Giustina, Jasmin Joshi, Jérôme Kämpf, Kevin Vega and Christoph Kueffer: "Why daylight should be a priority for urban planning" https://publications.idiap.ch/publications/show/5290 Learning About Social Context from Smartphone Data: Generalization Across Countries and Daily Life Moments Aurel Ruben Mader, Lakmal Buddika Meegahapola and Daniel Gatica-Perez: "Learning About Social Context from Smartphone Data: Generalization Across Countries and Daily Life Moments" https://publications.idiap.ch/publications/show/5288 From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition Anjith George and Sébastien Marcel: "From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition" https://publications.idiap.ch/publications/show/5287 Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement Xin Quan, Marco Valentino, Louise A Dennis and Andre Freitas: "Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement" https://publications.idiap.ch/publications/show/5284 Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders Yingji Zhang, Danilo Carvalho, Marco Valentino, Ian Pratt-Hartmann and Andre Freitas: "Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders" https://publications.idiap.ch/publications/show/5283 Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions Marco Valentino, Danilo Carvalho and Andre Freitas: "Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions" https://publications.idiap.ch/publications/show/5282 COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION Bogdan Vlasenko, Sargam Vyas and Mathew Magimai.-Doss: "COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION" https://publications.idiap.ch/publications/show/5280 Developing 3D-Printed Wrist Splints for Distal Radius and Scaphoid Fractures Bernadette Tobler-Ammann, Frederic Schuind, Loïc Voillat, Théophile Gentilhomme, Esther Vögelin, Noé Murith and Bernard Masserey: "Developing 3D-Printed Wrist Splints for Distal Radius and Scaphoid Fractures" https://publications.idiap.ch/publications/show/5279 Understanding the effects of language-specific class imbalance in multilingual fine-tuning Vincent Jung and Lonneke van der Plas: "Understanding the effects of language-specific class imbalance in multilingual fine-tuning" https://publications.idiap.ch/publications/show/5278 Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life Lakmal Buddika Meegahapola: "Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life" https://publications.idiap.ch/publications/show/5277 Vulnerability of Face Age Verification to Replay Attacks Pavel Korshunov, Anjith George, Gokhan Ozbulak and Sébastien Marcel: "Vulnerability of Face Age Verification to Replay Attacks" https://publications.idiap.ch/publications/show/5276 EdgeFace : Efficient Face Recognition Model for Edge Devices Anjith George, Christophe Ecabert, Hatef Otroshi Shahreza, Ketan Kotwal and Sébastien Marcel: "EdgeFace : Efficient Face Recognition Model for Edge Devices" https://publications.idiap.ch/publications/show/5275 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: "PRIMIS: Privacy-Preserving Medical Image Sharing via Deep Sparsifying Transform Learning with Obfuscation" https://publications.idiap.ch/publications/show/5274 Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition Behrooz Razeghi, Parsa Rahimi and Sébastien Marcel: "Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition" https://publications.idiap.ch/publications/show/5273 Heterogeneous Face Recognition Using Domain Invariant Units Anjith George and Sébastien Marcel: "Heterogeneous Face Recognition Using Domain Invariant Units" https://publications.idiap.ch/publications/show/5272 Transformers as Graph-to-Graph Models James Henderson, Alireza Mohammadshahi, Andrei Catalin Coman and Lesly Miculicich: "Transformers as Graph-to-Graph Models" https://publications.idiap.ch/publications/show/5271 Nonparametric Variational Regularisation of Pretrained Transformers Fabio Fehr and James Henderson: "Nonparametric Variational Regularisation of Pretrained Transformers" https://publications.idiap.ch/publications/show/5270 Safe Deep Neural Networks Kyle Matoba: "Safe Deep Neural Networks" https://publications.idiap.ch/publications/show/5268 Verification of an open-source Python library for the simulation of district heating networks with complex topologies Roberto Boghetti and Jérôme Kämpf: "Verification of an open-source Python library for the simulation of district heating networks with complex topologies" https://publications.idiap.ch/publications/show/5267 Loose and Tight: Creative Formation but Rigid Use of Nominal Compounds in Conspiracist Texts Alessandro miani, Lonneke van der Plas and Adrian Bangerter: "Loose and Tight: Creative Formation but Rigid Use of Nominal Compounds in Conspiracist Texts" https://publications.idiap.ch/publications/show/5265 Absolute retinal blood flow in healthy eyes and in eyes with retinal vein occlusion Thibaud Mautuit, Pierre Cunnac, Frédéric Truffer, André Anjos, Rebecca Dufrane, Gilbert Maître, Martial Geiser and Christophe Chiquet: "Absolute retinal blood flow in healthy eyes and in eyes with retinal vein occlusion" https://publications.idiap.ch/publications/show/5264 Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers Shashi Kumar, Srikanth Madikeri, Nigmatulina Iuliia, Esaú VILLATORO-TELLO, Petr Motlicek, Karthik Pandia D S, S. Pavankumar Dubagunta and Aravind Ganapathiraju: "Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers" https://publications.idiap.ch/publications/show/5263 Fine-tuning Self-Supervised Models For Language Identification Using Orthonormal Constraint Amrutha Prasad, Andrés Carofilis, Geoffroy Vanderreydt, Driss Khalil, Srikanth Madikeri, Petr Motlicek and Schüpbach Christof: "Fine-tuning Self-Supervised Models For Language Identification Using Orthonormal Constraint" https://publications.idiap.ch/publications/show/5262 Online Learning of Piecewise Polynomial Signed Distance Fields for Manipulation Tasks Ante Marić, Yiming Li and Sylvain Calinon: "Online Learning of Piecewise Polynomial Signed Distance Fields for Manipulation Tasks" https://publications.idiap.ch/publications/show/5261 Probability-Aware Word-Confusion-Network-to-Text Alignment Approach for Intent Classification Esaú VILLATORO-TELLO, Srikanth Madikeri, Bidisha Sharma, Driss Khalil, Shashi Kumar, Nigmatulina Iuliia, Petr Motlicek and Aravind Ganapathiraju: "Probability-Aware Word-Confusion-Network-to-Text Alignment Approach for Intent Classification" https://publications.idiap.ch/publications/show/5259 CONTEXTUAL BIASING METHODS FOR IMPROVING RARE WORD DETECTION IN AUTOMATIC SPEECH RECOGNITION Mrinmoy Bhattacharjee, Nigmatulina Iuliia, Amrutha Prasad, Pradeep Rangappa, Srikanth Madikeri, Petr Motlicek, Hartmut Helmke and Matthias Kleinert: "CONTEXTUAL BIASING METHODS FOR IMPROVING RARE WORD DETECTION IN AUTOMATIC SPEECH RECOGNITION" https://publications.idiap.ch/publications/show/5258 From Zero Energy to Zero Power Buildings: a new paradigm for a sustainable transition of the building stock Matteo Bilardo, Jérôme Kämpf and Enrico Fabrizio: "From Zero Energy to Zero Power Buildings: a new paradigm for a sustainable transition of the building stock" https://publications.idiap.ch/publications/show/5257 Automatic Speech Analysis Framework for ATC Communication in HAAWAII Petr Motlicek, Amrutha Prasad, Nigmatulina Iuliia, Hartmut Helmke, Oliver Ohneiser and Matthias Kleinert: "Automatic Speech Analysis Framework for ATC Communication in HAAWAII" https://publications.idiap.ch/publications/show/5256 SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH Sevada Hovsepyan and Mathew Magimai.-Doss: "SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH" https://publications.idiap.ch/publications/show/5255 CONTENT-BASED OBJECTIVE EVALUATION OF ARTIFICIALLY GENERATED SIGN LANGUAGE VIDEOS Neha Tarigopula, Preyas Garg, Skanda Muralidhar, Sandrine Tornay, Dinesh Babu Jayagopi and Mathew Magimai.-Doss: "CONTENT-BASED OBJECTIVE EVALUATION OF ARTIFICIALLY GENERATED SIGN LANGUAGE VIDEOS" https://publications.idiap.ch/publications/show/5254 Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques Kevin Farrugia, Colin Layfield and Lonneke van der Plas: "Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques" https://publications.idiap.ch/publications/show/5248 International Conference on the Voynich Manuscript 2022 Colin Layfield, René Zandbergen, Lisa Fagin Davis, John Abela, Claire Bowern, Michael Rosner and Lonneke van der Plas: "International Conference on the Voynich Manuscript 2022" https://publications.idiap.ch/publications/show/5247 UM-DFKI Maltese Speech Translation Aiden Williams, Kurt Abela, Rishu Kumar, Martin Bär, Hannah Billinghurst, Kurt Micallef, Ahnaf Mozib Samin, Andrea DeMarco, Lonneke van der Plas and Claudia Borg: "UM-DFKI Maltese Speech Translation" https://publications.idiap.ch/publications/show/5246 Findings of the IWSLT 2023 evaluation campaign Milind Agarwal, Sweta Agarwal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Esteve, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, David Javorsky, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino, Lonneke van der Plas, Peter Polak, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stuker, Katsuhito Sudoh, Yun Tang, Brian Thompson, Kevin Tran, Marco Turchi, Alex Waibe, Mingxuan Wang, Shinji Watanabe and Rodolfo Zevallos: "Findings of the IWSLT 2023 evaluation campaign" https://publications.idiap.ch/publications/show/5245 Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH) Ahad Montazeri, Jérôme Kämpf and Guglielmina Mutani: "Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH)" https://publications.idiap.ch/publications/show/5242 A Machine Learning Model for the Prediction of Building Hourly Heating Demand from CityGML Files: Training Workflow and Deployment as an API Marco Tognoli, Giuseppe Peronato and Jérôme Kämpf: "A Machine Learning Model for the Prediction of Building Hourly Heating Demand from CityGML Files: Training Workflow and Deployment as an API" https://publications.idiap.ch/publications/show/5241 Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources. Ahad Montazeri, Guglielmina Mutani and Jérôme Kämpf: "Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources." https://publications.idiap.ch/publications/show/5240 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: "Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy" https://publications.idiap.ch/publications/show/5239 Epidemiological and clinical analysis of polish short-term and long-term travelers returning from tropical countries Oskar Wysocki, Martyna Bykowska-Tumasz and Katarzyna Sikorska: "Epidemiological and clinical analysis of polish short-term and long-term travelers returning from tropical countries" https://publications.idiap.ch/publications/show/5238 Defining the role of real-world data in cancer clinical research: the position of the European Organisation for Research and Treatment of Cancer Robbe Saese, Andre Freitas and et al.: "Defining the role of real-world data in cancer clinical research: the position of the European Organisation for Research and Treatment of Cancer" https://publications.idiap.ch/publications/show/5237