Bio

I am a third year Ph.D. student at Sierra and Willow. I am supervised by Simon Lacoste-Julien, Ivan Laptev and Josef Sivic. I graduated from Ecole polytechnique and Telecom ParisTech in 2015 and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (MVA). My work focuses on structured learning from video and natural language. More details can be found in my resume.

Publications

SeaRnn: Training RNNs with Global-Local Losses
Jean-Baptiste Alayrac*, Rémi Leblond*, Anton Osokin and Simon Lacoste-Julien.
In arXiv:1706.04499, 2017. *equal contribution.
Joint Discovery of Object States and Manipulation Actions
Jean-Baptiste Alayrac, Josef Sivic, Ivan Laptev and Simon Lacoste-Julien.
To appear in Proc. ICCV 2017.
Learning from Video and Text via Large-Scale Discriminative Clustering
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev and Josef Sivic.
To appear in Proc. ICCV 2017 (Spotlight).
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs
Jean-Baptiste Alayrac*, Anton Osokin*, Isabella Lukasewitz, Puneet K. Dokania and Simon Lacoste-Julien.
In Proc. ICML 2016. *equal contribution.
Unsupervised learning from narrated instruction videos
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Ivan Laptev, Josef Sivic and Simon Lacoste-Julien.
In Proc. CVPR 2016 (Oral).

Teaching

Statistical machine learning - Master M1 - Ecole normale supérieure, TA, 2015-2016.
1M001 : Analyse et algèbre pour les sciences, Universite Pierre et Marie Curie, TA, 2014-2016.
1M004 : Calcul matriciel, Universite Pierre et Marie Curie, TA, 2014-2016.
2M223 : Algèbre bilinéaire et géométrie, Universite Pierre et Marie Curie, TA, 2014-2015.