Publications

Complete list of publications on Google Scholar

Vereschak, A., Alizadeh, Fatemeh, Bailly, G., and Caramiaux, B. Trust in AI-assisted Decision Making: Perspectives from Those Behind the System and Those for Whom the Decision is Made. ACM CHI (in press)
Mohammadzadeh, B., Françoise, J., Gouiffès, M., and Caramiaux, B. Studying Collaborative Interactive Machine Teaching in Image Classification. ACM IUI (in press)
Sungeelee, V., Sanchez, T., Jarrassé, N., and Caramiaux, B. Comparing teaching strategies of a machine learning-based prosthetic arm. ACM IUI (in press)
Sungeelee, V., Loriette, A., Sigaud, O., and Caramiaux, B. Interactive curriculum learning increases and homogenizes motor smoothness. Scientific Reports 14, 2843 (2024) https://www.nature.com/articles/s41598-024-53253-3

Caramiaux, B. AI with Museums and Cultural Heritage. AI & Museums, 2023 https://www.transcript-publishing.com/media/pdf/24/88/01/oa9783839467107.pdf
Scurto, H., Similowski, T., Bianchini, S., & Caramiaux, B. Probing Respiratory Care With Generative Deep Learning. Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-34, 2023. https://hal.science/hal-04239756 https://theses.hal.science/tel-04170434
Caramiaux, B. Machine Learning in Interaction: Tool, Material, Culture. Habilitation à Diriger des Recherches, Université Paris-Saclay. 2023 https://hal.science/tel-04170434v1/file/HDR_manuscript_caramiaux.pdf
Jourdan, T., & Caramiaux, B. Culture and politics of machine learning in nime: A preliminary qualitative inquiry. New Interfaces for Musical Expression (NIME), 2023
Jourdan, T., & Caramiaux, B. Machine Learning for Musical Expression: A Systematic Literature Review. New Interfaces for Musical Expression (NIME), 2023
Renom, M., Caramiaux, B., & Beaudouin-Lafon, M. Interaction Knowledge: Understanding the 'Mechanics' of Digital Tools. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Sungeelee, V., Loriette, A., Sigaud, O., & Caramiaux, B. Interactive Curriculum Learning Decreases and Homogenizes Motor Variability. Proceedings of the 34th Conference on l'Interaction Humain-Machine, 1-13, 2023
Loriette, A., Liu, W., Bevilacqua, F., & Caramiaux, B. Describing movement learning using metric learning. PloS One, 18(2), 2023

Caramiaux, B., Altavilla, A., Françoise, J. and Bevilacqua, F. Gestural Sound Toolkit: Reflections on an Interactive Design Project International Conference on New Interfaces for Musical Expression (NIME), 2022
Vereschak, O., Bailly, G., and Caramiaux, B. What AI Practitioners Say about Human-AI Trust: Its Role, Importance, and Factors That Affect It International Conference on Hybrid Human-Artificial Intelligence, 2022
Caramiaux, B., Fdili Alaoui, S., and Hsueh, S. What Becomes of "Work" in AI" Artwork"? CHI'22 Conference-Workshop on Outsourcing Artificial Intelligence, 2022
Peyre, I., Roby-Brami, A., Segalen, M., Giron, A., Caramiaux, B., Marchand-Pauvert, V., Pradat-Diehl, P., Bevilacqua, F. Effect of sonification types in upper-limb movement: a quantitative and qualitative study in hemiparetic and healthy participants. 2022 pdf
Caramiaux, B., Fdili-Alaoui, S. "Explorers of Unknown Planets": Practices and Politics of Artificial Intelligence in Visual Arts ACM CSCW, 2022 pdf
Sanchez, T., Caramiaux, B., Thiel, P. and Mackay, W. Deep Learning Uncertainty in Machine Teaching. 27th International Conference on Intelligent User Interfaces (IUI) 173-190. 2022 pdf
Renom, M., Caramiaux, B., and Beaudouin-Lafon, M. Exploring Technical Reasoning in Digital Tool Use. CHI Conference on Human Factors in Computing Systems 579, 1-17. 2022 pdf

Vereschak, O., Bailly, G., Caramiaux, B. How to Evaluate Trust in AI-Assisted Decision Making? A Survey of Empirical Methodologies. Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-39. 2021
Scurto, H., Caramiaux, B., Similowski, T., Bianchini, S. GANspire: Generating Breathing Waveforms for Art-Health Applications. 5th NeurIPS Workshop on Machine Learning for Creativity and Design, 2021
Françoise, J., Caramiaux, B., Sanchez, T. Marcelle: Composing Interactive Machine Learning Workflows and Interfaces. The 34th Annual ACM Symposium on User Interface Software and Technology, 39-53, 2021
Scurto, H., Caramiaux, B., and Bevilacqua, F. Prototyping Machine Learning through Diffractive Art Practice. In Proceedings of DIS In Press. 2021
Sanchez, T., Caramiaux, B., Françoise, J., Bevilacqua, F. and Mackay, W. How do People Train a Machine? Strategies and (Mis)Understandings. In Proceedings of CSCW 2021
Rivière, JP., Fdili Alaoui, S., Caramiaux, B., and Mackay, W. Exploring the Role of Artifacts in Collective Dance Re-staging. In Proceedings of CSCW 2021 (honourable mention)
Scurto, H., Van Kerrebroeck, B., Caramiaux, B., and Bevilacqua, F. Designing Deep Reinforcement Learning for Human Parameter Exploration. ACM Transactions on Computer-Human Interaction (TOCHI) 28 (1), 1-35. 2021 pdf

Thoret, E., Caramiaux, B., Depalle, P., and McAdams, S. Learning metrics on spectrotemporal modulations reveals the perception of musical instrument timbre. Nature Human Behavior, 1-9. 2020 pdf
Caramiaux, B. and Donnarumma, M.Artificial Intelligence in Music and Performance: A Subjective Art-Research Inquiry. arXiv preprint arXiv:2007.15843. 2020 pdf
Caramiaux, B., Françoise, J., Liu, W., Sanchez, T., and Bevilacqua, F.Machine Learning Approaches For Motor Learning: A Short Review. Frontiers in Computer Science. 2020 pdf
Caramiaux, B.Research for CULT Committee-The Use of Artificial Intelligence in the Cultural and Creative Sectors. CULT Committee, European Parliament. 2020 pdf

Rivière, J., Alaoui, S., Caramiaux, B., and Mackay, W. Capturing movement decomposition to support learning and teaching in contemporary dance. CSCW. 2019.
Caramiaux, B., et al. AI in the Media and Creative Industries. White Paper, NEM. 2019. pdf | hal

Caramiaux, B., Bevilacqua, F., Wanderley, M., and Palmer, C. Dissociable effects of practice variability on learning motor and timing skills. PLOS ONE. 13(3), 1-18. 2018. pdf | doi
Höök, K., Caramiaux, B., Erkut, C., Forlizzi, J., Hajinejad, N., et al. Embracing First-Person Perspectives in Soma-Based Design. Informatics. 5(1), 8. 2018. pdf | doi
Rivière, J., Alaoui, S., Caramiaux, B., and Mackay, W. How Do Dancers Learn To Dance?: A first-person perspective of dance acquisition by expert contemporary dancers. Proceedings of the 5th International Conference on Movement and Computing. 2018. pdf | doi
Scurto, H., Bevilacqua, F., and Caramiaux, B. Perceiving Agent Collaborative Sonic Exploration In Interactive Reinforcement Learning. Proceedings of the 15th Sound and Music Computing Conference (SMC 2018). 2018. pdf

Albertini, N., Brogni, A., Olivito, R., Taccola, E., Caramiaux, B., et al. Designing natural gesture interaction for archaeological data in immersive environments. Virtual Archaeology Review. 8(16), 12--21. 2017. pdf | doi
Caramiaux, B., Bevilacqua, F., Palmer, C., and Wanderley, M. Individuality in Piano Performance Depends on Skill Learning. Proceedings of the 4th International Conference on Movement Computing. 2017. pdf | doi
Caramiaux, B., Francoise, J., and Bevilacqua, F. Dynamic Bayesian networks for musical interaction. The Routledge Companion to Embodied Music Interaction. Routledge. 2017
Bevilacqua, F., Schnell, N., Francoise, J., Boyer, E., Schwarz, D., et al. Designing action-sound metaphors using motion sensing and descriptor-based synthesis of recorded sound materials. The Routledge Companion to Embodied Music Interaction. Routledge. 2017

Fiebrink, R., and Caramiaux, B. The machine learning algorithm as creative musical tool. arXiv:1611.00379. 2016. pdf | doi
Sarasua, A., Caramiaux, B., and Tanaka, A. Machine Learning of Personal Gesture Variation in Music Conducting. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2016. pdf | doi
Bevilacqua, F., Caramiaux, B., and Françoise, J. Perspectives on Real-time Computation of Movement Coarticulation. Proceedings of the 3rd International Symposium on Movement Computing. 2016. pdf | doi
Gillies, M., Fiebrink, R., Tanaka, A., Garcia, J., Bevilacqua, F., et al. Human-Centred Machine Learning. Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems. 2016. pdf | doi

Caramiaux, B., Montecchio, N., Tanaka, A., and Bevilacqua, F. Adaptive Gesture Recognition with Variation Estimation for Interactive Systems. ACM Transactions on Interactive Intelligent Systems (TiiS). 4(4), 18-35. 2015. pdf | doi
Caramiaux, B., Donnarumma, M., and Tanaka, A. Understanding Gesture Expressivity through Muscle Sensing. ACM Transactions on Computer-Human Interaction (TOCHI). 21(6), 31. 2015. pdf
Caramiaux, B., Altavilla, A., Pobiner, S., and Tanaka, A. Form Follows Sound: Designing Interactions from Sonic Memories. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 2015. pdf

Caramiaux, B., Bevilacqua, F., Bianco, T., Schnell, N., Houix, O., et al. The Role of Sound Source Perception in Gestural Sound Description. ACM Transactions on Applied Perception. 11(1), 1--19. 2014. pdf
Caramiaux, B., Françoise, J., Schnell, N., and Bevilacqua, F. Mapping Through Listening. Computer Music Journal. 38(3), 34--48. 2014. pdf
Sa, A., Caramiaux, B., and Tanaka, A. The Fungible Audio-Visual Mapping and its Experience. Journal of Science and Technology of the Arts. 6(1), 85--96. 2014. pdf
Caramiaux, B. Motion Modeling for Expressive Interaction: A Design Proposal using Bayesian Adaptive Systems. Proceedings of the 2014 International Workshop on Movement and Computing. 2014. pdf

Caramiaux, B., Bevilacqua, F., and Tanaka, A. Beyond recognition: using gesture variation for continuous interaction. CHI'13 Extended Abstracts on Human Factors in Computing Systems. 2013. pdf
Caramiaux, B., and Tanaka, A. Machine Learning of Musical Gestures. Proceedings of the International Conference on New Interfaces for Musical Expression (NIME). 2013. pdf
Donnarumma, M., Caramiaux, B., and Tanaka, A. Muscular Interactions Combining EMG and MMG sensing for musical practice. Proceedings of the International Conference on New Interfaces for Musical Expression (NIME). 2013. pdf
Altavilla, A., Caramiaux, B., and Tanaka, A. Towards Gestural Sonic Affordances. Proceedings of the International Conference on New Interfaces for Musical Expression (NIME). 2013. pdf

Caramiaux, B., Wanderley, M., and Bevilacqua, F. Segmenting and Parsing Instrumentalists' Gestures. Journal of New Music Research. 41(1), 13--29. 2012. pdf
Fdili Alaoui, S., Caramiaux, B., Serrano, M., and Bevilacqua, F. Movement qualities as interaction modality. Proceedings of the Designing Interactive Systems Conference. 2012. pdf
Françoise, J., Caramiaux, B., and Bevilacqua, F. A hierarchical approach for the design of gesture-to-sound mappings. 9th Sound and Music Computing Conference. 2012. pdf

Fdili Alaoui, S., Caramiaux, B., and Serrano, M. From dance to touch: movement qualities for interaction design. CHI'11 Extended Abstracts on Human Factors in Computing Systems. 2011. pdf
Caramiaux, B., Susini, P., Bianco, T., Bevilacqua, F., Houix, O., et al. Gestural embodiment of environmental sounds: an experimental study. Proceedings of the International Conference on New Interfaces for Musical Expression (NIME). 2011. pdf
Nymoen, K., Caramiaux, B., Kozak, M., and Torresen, J. Analyzing sound tracings: a multimodal approach to music information retrieval. Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies. 2011. pdf
Caramiaux, B., Bevilacqua, F., and Schnell, N. Sound selection by gestures. Proceedings of the International Conference on New Interfaces for Musical Expression. 2011. pdf

Caramiaux, B., Bevilacqua, F., and Schnell, N. Towards a gesture-sound cross-modal analysis. Gesture in Embodied Communication and Human-Computer Interaction. Springer. 2010. pdf
Caramiaux, B., Bevilacqua, F., and Schnell, N. Analysing gesture and sound similarities with a hmm-based divergence measure. Proceedings of the Sound and Music Computing Conference (SMC). 2010. pdf
Caramiaux, B., Bevilacqua, F., Zamborlin, B., and Schnell, N. Mimicking Sound with Gesture as Interaction Paradigm. Technical Report, Ircam Centre Pompidou. 2010. pdf