Publication list - Idiap Publications

Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023

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Toward High-Resolution Face Image Generation From Coded Aperture Camera, Hatef Otroshi Shahreza, Alexandre Veuthey and Sébastien Marcel, in: IEEE Sensors Letters, 2023

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Affordance segmentation of hand-occluded containers from exocentric images, Tommaso Apicella, Alessio Xompero, Edoardo Ragusa, Riccardo Berta, Andrea Cavallaro and Paolo Gastaldo, in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023

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Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, Alina Elena Baia, Valentina Poggioni and Andrea Cavallaro, in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023

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Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks Via 3D Face Reconstruction, Hatef Otroshi Shahreza and Sébastien Marcel, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(12):14248-14265, 2023

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Privacy-Preserving Machine Learning on Graphs, Sina Sajadmanesh, EPFL, 2023

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Document-level Text Simplification with Coherence Evaluation, Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyla and Sophia Ananiadou, in: Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, 2023

Generalizable Automatic Classification of Sleep Stages, Samuel Michel, Idiap-Com-02-2023

From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee, Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovačević and Michael Unser, in: IEEE Signal Processing Magazine, 40(4):61-71, 2023

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SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data, Hatef Otroshi Shahreza, Anjith George and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023

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Multi-image deconvolution of thermal images with a boundary condition weighting scheme, Florian Piras, François Marelli, Edouard De Moura Presa, Peter Wellig and Michael Liebling, in: Target and Background Signatures IX, International Society for Optics and Photonics, Amsterdam, pages 149-158, SPIE, 2023

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The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias, Anjith George and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023

EFaR 2023: Efficient Face Recognition Competition, Anjith George, Christophe Ecabert, Hatef Otroshi Shahreza, Ketan Kotwal and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023

The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task, James Barry, Alireza Mohammadshahi, Joachim Wagner, Jennifer Foster and James Henderson, in: Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies, Online, pages 204-212, Association for Computational Linguistics, 2021

Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, Luis Espinosa Anke, Alexander Shvets, Alireza Mohammadshahi, James Henderson and Leo Wanner, in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022

Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science, Yuanhui Lin and Daniel Gatica-Perez, in: ACM Journal on Computing and Sustainable Societies, 2023

Urban Crowdsourcing Platforms across the World: A Systematic Review, Alessandro Fornaroli and Daniel Gatica-Perez, in: ACM Digital Government: Research and Practice, 2023

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Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity, Nathan Kammoun, Lakmal Buddika Meegahapola and Daniel Gatica-Perez, in: 25th ACM International Conference on Multimodal Interaction, 2023

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Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical Settings, Victor Amiot, Oscar Jimenez-del-Toro, Pauline Eyraud, Yan Guex-Crosier, Ciara Bergin, André Anjos, Florence Hoogewoud and Mattia Tomasoni, in: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pages 689-693, 2023

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Health Talk: Understanding Practices of Popular Professional YouTubers, Thanh-Trung Phan, Chloé Michoud, Lucia Volpato, María del Río Carral and Daniel Gatica-Perez, in: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022

Novel Methods For Detection And Analysis Of Atypical Aspects In Speech, Julian Fritsch, École Polytechnique Fédérale de Lausanne, 2023

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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

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ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, Samy Tafasca, Anshul Gupta and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023

Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups, Parsa Rahimi, Christophe Ecabert and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics, 2023

A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers, Zuluaga-Gomez. Juan, Amrutha Prasad, Nigmatulina Iuliia, Petr Motlicek and Matthias Kleinert, in: Aerospace, 10(5), 2023

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Approximating Optimal Morphing Attacks using Template Inversion, Laurent Colbois, Hatef Otroshi Shahreza and Sébastien Marcel, in: IEEE International Joint Conference on Biometric, 2023

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Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload, Nils Ahrenhold, Hartmut Helmke, Thorsten Mühlhausen, Oliver Ohneiser, Matthias Kleinert, heiko Ehr, Lucas Klamert and Zuluaga-Gomez. Juan, in: Aerospace, 10(6):538, 2023

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Learning Joint Space Reference Manifold for Reliable Physical Assistance, Amirreza Razmjoo, Tilen Brecelj, Kristina Savevska, Ales Ude, Tadej Petric and Sylvain Calinon, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 10412-10417, 2023

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A Geometric Optimal Control Approach for Imitation and Generalization of Manipulation Skills, Boyang Ti, Amirreza Razmjoo, Yongsheng Gao, Jie Zhao and Sylvain Calinon, in: Robotics and Autonomous Systems, 2023

VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, Julius Jankowski, Lara Brudermuller, Nick Hawes and Sylvain Calinon, in: Proc. IEEE International Conference on Robotics and Automation (ICRA), 2023

PAAQ: Paired Alternating AcQuisitions for Virtual High Frame Rate Multichannel Cardiac Fluorescence Microscopy, François Marelli, Alexander Ernst, Nadia Mercader and Michael Liebling, in: Biological Imaging, 3:e20, 2023

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Efficient compressed sensing reconstruction for 3D fluorescence microscopy using OptoMechanical Modulation Tomography (OMMT) with a 1+2D regularization, François Marelli and Michael Liebling, in: Optics Express, 31(20):31718-31733, 2023

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Can personalised hygienic masks be used to attack face recognition systems?, Alain Komaty, Vedrana Krivokuca, Christophe Ecabert and Sébastien Marcel, in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2023), 2023

Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes, Pavel Korshunov, Haolin Chen, Philip N. Garner and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics, 2023

A VAE for Transformers with Nonparametric Variational Information Bottleneck, James Henderson and Fabio Fehr, in: The Eleventh International Conference on Learning Representations, 2023

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Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, Anjith George and Sébastien Marcel, in: IJCB, 2023

Idiap Scientific Report 2022, Hervé Bourlard, Daniel Gatica-Perez, Jean-Marc Odobez, Philip N. Garner, Petr Motlicek, Mathew Magimai.-Doss, Sylvain Calinon, Sébastien Marcel, Jérôme Kämpf, Raphaelle Luisier, Michael Liebling, Lonneke van der Plas, Damien Teney, Ina Kodrasi, Emmanuel Senft, James Henderson, Andre Freitas and André Anjos, Idiap-RR-05-2023

Predicting is not understanding: Recognizing and addressing underspecification in machine learning, Damien Teney, Ehsan Abbasnejad and Maxime Peyrard, in: European Conference on Computer Vision, pages 458-476, Springer, 2022

On matching data and model in LF-MMI-based dysarthric speech recognition, Enno Hermann, École polytechnique fédérale de Lausanne, 2023

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Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, Alireza Mohammadshahi and James Henderson, in: Procceedings of 8th Workshop on Representation Learning for NLP, 2023

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RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question, Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson and Marzieh Saeidi, in: Association for Computational Linguistics: ACL 2023, Toronto, Canada, 2023

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Text Representation Learning for Low Cost Natural Language Understanding, Florian Mai, École polytechnique fédérale de Lausanne, 2023

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HyperMixer: An MLP-based Low Cost Alternative to Transformers, Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, François Marelli, Francois Fleuret and James Henderson, in: Proc. of the 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Toronto, Canada, pages 15632-15654, 2023

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Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation, Teng Xue, Hakan Girgin, Teguh Santoso Lembono and Sylvain Calinon, in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), pages 4999-5005, 2023

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A benchmark for the simulation of meshed district heating networks based on anonymised monitoring data, Roberto Boghetti and Jérôme Kämpf, in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023

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Verification of PyDHN - a Python library for the thermo-hydraulic simulation of district heating networks - through the DESTEST, Roberto Boghetti, Giuseppe Peronato and Jérôme Kämpf, in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, IBPSA, IBPSA, 2023

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Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers’ Workload, Hartmut Helmke, Matthias Kleinert, Nils Ahrenhold, heiko Ehr, Thorsten Mühlhausen, Oliver Ohneiser, Petr Motlicek, Amrutha Prasad, Zuluaga-Gomez. Juan, Lucas Klamert, Jelena Dokic and Ella Pinska Chauvin, in: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), Eurocontrol (Europe), FAA (U.S.), Savannah, Georgia, USA, 2023

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Diffusion Transformer for Adaptive Text-to-Speech, Haolin Chen and Philip N. Garner, in: Proc. 12th ISCA Speech Synthesis Workshop (SSW 12), 2023

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Interpretable Representation Learning and Evaluation for Abstractive Summarization, Andreas Marfurt, École polytechnique fédérale de Lausanne, 2023

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MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 31st European Signal Processing Conference, Helsinki, Finland, 2023

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