Publications

Articles

Armand, Edwige, Audry, Sofian, Garcia, Frédérick et Martinucci, TeZ Maurizio (2020). “Who is Speaking ? Artscience Stagings of Nonhuman Sentience”, ISEA 2020 Conference proceedings, Montréal, Canada.

Gee, Erin, Lee, Alex M. et Audry, Sofian (2020). “Playing with Emotions : Biosignal-based Control in Virtual Reality Game Project H.E.A.R.T.”, ISEA 2020 Conference proceedings, Montréal, Canada.

Audry, Sofian (2020). “La matérialité révélatrice de l’apprentissage automatique”, ESPACE art actuel, “IA - Art sans artistes”, Numéro 124, Hiver 2020.

Audry, Sofian (2019). “Behavior Morphologies of Machine Learning Agents in Media Artworks”, Leonardo, pp. 1-10, 2019.

Audry, Sofian et Ippolito, Jon (2019). “Can Artificial Intelligence Make Art without Artists ? Ask the Viewer”, Arts (MDPI).

Gee, Erin et Audry, Sofian (2019). “Automation as Echo”, ASAP/Journal.

Audry, Sofian (2019). “Unrolling the Learning Curve : Aesthetics of Adaptive Behaviors with Deep Recurrent Nets for Text Generation”, International Symposium on Computational Media Art 2019 Conference proceedings, Hong Kong, Chine.

Audry, Sofian (2018). “for the sleepers in that quiet earth. : Experiencing the Behavior of a Deep Learning Neural Network Agent through a Generative Artbook”, ISEA 2018 Conference proceedings, Durban, Afrique du Sud.

Salter, Chris et Audry, Sofian (2018). “Towards Probabilistic Worldmaking : Xenakis, n-Polytope and the Cybernetic Path to Chaos”, in Worldmaking as Techné : Exploring Worlds of Participatory Art, Architecture, and Music. de Campo, A., Hosale, M., Murrani, S. (Eds). Riverside Architectural Press, Toronto, Canada.

Audry, Sofian (2018). “Aesthetics of Adaptive Behaviors in Embodied Agents”, Body of Knowledge 2016 Conference proceedings, UCI, Irvine, États-Unis.

Audry, Sofian et al. (2017). “256-Byte Creative Programs” (TROPE-17-02), The Trope Tank, MIT, Cambridge, États-Unis.

Audry, Sofian (2016). “Aesthetics of Adaptive Behaviors in Agent-based Art”, ISEA 2016 Conference proceedings, Hong Kong, Chine.

2010 Audry, Sofian (2010). “Absences : Public Art Interventions in Natural Spaces using Autonomous Electronic Devices”, ISEA 2010 Conference proceedings, pp. 469–471. Ruhr, Allemagne.

2008 Bengio, Yoshua and Senécal, Jean-Sébastien (2008). “Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model” IEEE Transactions on Neural Networks, Vol. 19, No 4, pp. 713–722.

2006 Bengio, Y., Schwenk, H., Senécal, J. S., Morin, F. and Gauvain, J.-L. (2006). “Neural probabilistic language models”, Studies in Fuzziness and Soft Computing, Vol 194, p. 137-186, Berlin, Allemagne.

Bengio, Yoshua and Senécal, Jean-Sébastien (2003). “Quick Training of Probabilistic Neural Nets by Importance Sampling”. Ninth International Workshop on Artificial Intelligence and Statistics, Society for Artificial Intelligence and Statistics, Key West, Floride.

Mémoires et thèses

Senécal, Jean-Sébastien (2016). Machines That Learn : Aesthetics of Adaptive Behaviors in Agent-based Art. Thèse de doctorat, Concordia University, Montréal. 307 pages.

Senécal, Jean-Sébastien (2010). Une exploration des processus d’assignation identitaires à travers une expérience interactive. Mémoire de maîtrise, École des Médias, Université du Québec à Montréal, Montréal. 40 pages.

2003 Senécal, Jean-Sébastien (2003). Accélérer l’entraînement d’un modèle non-paramétrique de densité non normalisée par échantillonnage aléatoire. Mémoire de maîtrise, Département d’Informatique et de Recherche Opérationelle, Université de Montréal, Montréal. 91 pages.