Publication list - Idiap Publications

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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SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data, Mael Jullien, Marco Valentino, Hannah Frost, Paul O'Reagan, Donal Landers and Andre Freitas, in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Association for Computational Linguistics, 2023

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Situated Participatory Design: A Method for In Situ Design of Robotic Interaction with Older Adults, Laura Stegner, Emmanuel Senft and Bilge Mutlu, in: CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

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SoftGPT: Learn Goal-oriented Soft Object Manipulation Skills by Generative Pre-trained Heterogeneous Graph Transformer, J. Liu, Z. Li, Sylvain Calinon and F. Chen, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023

Strong and Efficient Baselines for Open Domain Conversational Question Answering, Andrei Catalin Coman, Gianni Barlacchi and Adrià de Gispert, in: Findings of EMNLP, Association for Computational Linguistics, 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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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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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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The AI4Autism Project: A Multimodal and Interdisciplinary Approach to Autism Diagnosis and Stratification, Samy Tafasca, Anshul Gupta, Nada Kojovic, Mirko Gelsomini, Thomas Maillart, Michela Papandrea, Marie Schaer and Jean-Marc Odobez, in: Companion Publication of the 25th International Conference on Multimodal Interaction, Paris, France, pages 414–425, Association for Computing Machinery, 2023

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The Idiap Speech Synthesis System for the Blizzard Challenge 2023, Haolin Chen, Mutian He, Louise Coppieters de Gibson and Philip N. Garner, in: Proc. 18th Blizzard Challenge Workshop, 2023

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The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation, Mutian He and Philip N. Garner, in: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, pages 4408-4423, Association for Computational Linguistics, 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

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

Towards Improved Replicability of Human Studies in Human-Robot Interaction: Recommendations for Formalized Reporting, Shelly Bagshy, Patrick Holthaus, Gloria Beraldo, Emmanuel Senft, Daniel Hernandez Garcia, Zhao Han, Suresh Kumaar Jayaraman, Alessandra Rossi, Connor Esterwood, Antonio Andriella and Paul Pridham, in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pages 629-633, 2023

Towards learning emotion information from short segments of speech, Tilak Purohit, Sarthak Yadav, Bogdan Vlasenko, S. Pavankumar Dubagunta and Mathew Magimai.-Doss, in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 2023

Transformers as Graph-to-Graph Models, James Henderson, Alireza Mohammadshahi, Andrei Catalin Coman and Lesly Miculicich, in: Big Picture Workshop at EMNLP 2023, 2023

Transformers, Tables and Frame Semantics, Mario Ramirez, Alex Bogatu, Norman Paton and Andre Freitas, in: International Conference on Semantic Computing, 2023

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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Using Commercial ASR Solutions to Assess Reading Skills in Children: A Case Report, Timothy Piton, Enno Hermann, Angela Pasqualotto, Marjolaine Cohen, Mathew Magimai.-Doss and Daphné Bavelier, in: Proceedings of Interspeech, pages 4573-4577, 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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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

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

Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines, Hamed Damirchi, Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould and Anton van den Hengel, in: Under review, 2023

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A Corpus and Evaluation for Predicting Semi-Structured Human Annotations, Andreas Marfurt, Ashley Thornton, David Sylvan, Lonneke van der Plas and James Henderson, in: Workshop on Generation, Evaluation and Metrics (GEM), 2022

A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings, Anshul Gupta, Samy Tafasca and Jean-Marc Odobez, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

A two-step approach to leverage contextual data: speech recognition in air-traffic communications, Nigmatulina Iuliia, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo and Petr Motlicek, in: Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

Active Learning by Feature Mixing, Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel and Javen Qinfeng Shi, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Adversarial-free speaker identity-invariant representation learning for automatic dysarthric speech classification, Parvaneh Janbakhshi and Ina Kodrasi, in: Annual Conference of the International Speech Communication Association, 2022

An anomaly detection approach for backdoored neural networks: face recognition as a case study, Alexander Unnervik and Sébastien Marcel, in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), Darmstadt, Germany, 2022

An Empirical Comparison of Semantic Similarity Methods for Analyzing down-streaming Automatic Minuting task, Aditya Upadhyay, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In ACL Anthology Proceedings, 2022

An End-to-End Multilingual System for Automatic Minuting of Multi-Party Dialogues, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36) , In proceedings of ACL Anthology, 2022

An exploratory interplay between daylight, general and task lighting for visual comfort and electricity savings in a personal office space, Chantal Basurto, Michael Papinutto, Moreno Colombo, Roberto Boghetti, Kornelius Reutter, Julien Nembrini and Jérôme Kämpf, in: Proceedings of ISES and IEA SHC International Conference on Solar Energy for Buildings and Industry, Kassel, Germany, 2022

Are GAN-based Morphs Threatening Face Recognition?, Eklavya Sarkar, Pavel Korshunov, Laurent Colbois and Sébastien Marcel, in: International Conference on Acoustics, Speech and Signal Processing, 2022

Automatic Minuting: A Pipeline Method for Generating Minutes, Kartik Shinde, Tirthankar Ghosal, Muskaan Singh and Ondrej Bojar, in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In proceedings of ACL Anthology, 2022

Automatic Summarization for Creative Writing: Denoising Auto-Encoder based Pipeline Method for Generating Summary of Movie Scripts, Aditya Upadhyay, Nidhir Bhavsar, Aakash Bhatnagar, Muskaan Singh and Petr Motlicek, in: Automatic Summarization for Creative Writing, International Conference on Computational Linguistics (COLING 2022), 2022

Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, Florian Mai and James Henderson, in: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Association for Computational Linguistics, Online, pages 468–488, 2022

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Bayesian Recurrent Units and the Forward Backward Algorithm, Alexandre Bittar and Philip N. Garner, in: Proc. Interspeech 2022, pages 4137-4141, 2022

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Bio-Medical Multi-label Scientific Literature Classification using LWAN and Dual-attention module, Deepanshu Khanna, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022

Borrowing from yourself: Faster future video segmentation with partial channel update, Evann Courdier and Francois Fleuret, in: International Conference on Pattern Recognition, 2022

Case-Based Abductive Natural Language Inference, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022

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Comparing Biosignal and Acoustic feature Representation for Continuous Emotion Recognition, Sarthak Yadav, Tilak Purohit, Zohreh Mostaani, Bogdan Vlasenko and Mathew Magimai.-Doss, in: International Multimodal Sentiment Analysis Workshop and Challenge, 2022

Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track, Tilak Purohit, Imen Ben Mahmoud, Bogdan Vlasenko and Mathew Magimai.-Doss, in: Proceedings of the ICML Expressive Vocalizations Workshop held in conjunction with the 39th International Conference on Machine Learning, Maryland, USA, 2022

Comparison of 5 methods for the evaluation of intelligibility in mild to moderate French dysarthric speech, Cecile Fougeron, Nicolas Audibert, Ina Kodrasi, Parvaneh Janbakhshi, Michaela Pernon, Nathalie Leveque, Stephanie Borel, Marina Laganaro, Hervé Bourlard and Frederic Assal, in: Annual Conference of the International Speech Communication Association, pages 2188-2192, 2022

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Conversational Speech Recognition Needs Data? Experiments with Austrian German, Julian Linke, Philip N. Garner, Gernot Kubin and Barbara Schuppler, in: Proceedings of the 13th Language Resources and Evaluation Conference, European Language Resources Association, pages 4684--4691, 2022

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Custom attribution loss for improving generalization and interpretability of deepfake detection, Pavel Korshunov, Anubhav Jain and Sébastien Marcel, in: International Conference on Acoustics, Speech, and Signal Processing, 2022

Decomposing Natural Logic Inferences for Neural NLI, Julia Rozanova, Deborah Mendes, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP, 2022

DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues, Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek, in: Special Interest Group on Discourse and Dialogue (SIGDIAL 2022), 2022

Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques, Kevin Farrugia, Colin Layfield and Lonneke van der Plas, in: Proceedings of the 1st International Conference on the Voynich Manuscript, 2022

DHgeN: Automated Generation of District Heating Network Layouts for Feasibility Studies, Giuseppe Peronato and Jérôme Kämpf, in: -, 2022

EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering, Violetta Shevchenko, Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel and Damien Teney, in: arXiv, 2022