Conference Papers

• Fast and Scalable Optimal Transport for Brain Tractograms,
  Jean Feydy*, Pierre Roussillon*, Alain Trouvé, Pietro Gori,
  Accepted at MICCAI 2019 (camera-ready version available by the end of July).
• Interpolating between Optimal Transport and MMD using Sinkhorn Divergences,
  Jean Feydy, Thibault Séjourné, François-Xavier Vialard, Shun-ichi Amari, Alain Trouvé, Gabriel Peyré,
  AiStats 2019, links: Paper, Slides, Poster + Latex, Website, Code.
  
• Global divergences between measures: from Hausdorff distance to Optimal Transport,
  Jean Feydy, Alain Trouvé,
  ShapeMI 2018 (Miccai workshop), links: Paper, Slides + Latex, Code.
  
• An efficient kernel product for automatic differentiation libraries, with applications to the transport of measures,
  Benjamin Charlier, Jean Feydy, Joan Alexis Glaunès, Alain Trouvé,
  GFSW03, links: PDF (not finished yet), Slides + Latex, Website.
  
• Optimal Transport for Diffeomorphic Registration,
  Jean Feydy, Benjamin Charlier, François-Xavier Vialard, Gabriel Peyré,
  MICCAI 2017, links: Hal, Arxiv, Code.
  Out of 791 papers submitted and 255 accepted, our work was one of the 29 selected for oral presentation.
  Links: Slides (+videos), Poster, Latex.
• Distortion minimizing geodesic subspaces in shape spaces and computational anatomy,
  Benjamin Charlier, Jean Feydy, David W. Jacobs and Alain Trouvé,
  accepted at VipImage 2017.

Talks

• Artificial "Neural Networks": What radiologists should know.
  (English) June 2019, Harvey Cushing symposium (American Hospital of Paris):
  Pdf 16:9, High-res pptx, Low-res pptx, LaTex source;
  (French) Mars 2019, congrès de la Société Française de Neuro-Radiologie (Paris):
  Pdf 16:9, High-res pptx, Low-res pptx, LaTex source;
  (French) Juin 2018, congrès de la Société Française d'Imagerie Cardiaque et Vasculaire (Beaune):
  Pdf 4:3, Latex + Code.
• Robust matching of measures with Optimal Transport.
  February 2019, GTTI, ENS Cachan: Pdf, Latex.
  December 2018, BIRS center, Banff: Pdf, Latex.
  November 2018, Télécom ParisTech: Pdf, Latex.
• Global divergences between measures, from Hausdorff distance to Optimal Transport.
  September 2018, ShapeMI workshop, Miccai 2018 (Granada): Pdf, Latex + Code.
  July 2018, Curves and Surfaces 2018 (Arcachon): Pdf, Latex + Code.
• Normalizing LDDMM metrics using autodiff, an introduction to KeOps.
  June 2018, SIAM IS 2018 (Bologna): Pdf, Latex + Code.
  November 2017, Isaac Newton Institute (Cambridge): Pdf, Latex.
• Automatic Differentiation for Applied Mathematicians: presenting the PyTorch library.
  February 2018, at the ENS Ulm, ENS Cachan and Jussieu (Paris VI): Pdf, Latex + Code.
• Optimal Transport for Diffeomorphic Registration: a global and robust data attachment term.
  September 2017, MICCAI 2017, Québec City: Pdf (+videos), Poster, Latex.
  June 2017, Asclepios Inria Team: Pdf, Latex.
• Riemannian Geometry for Computational Anatomy: presenting the LDDMM framework.
  October 2017, ENS Department of Mathematics and Applications: Pdf, Full Latex.
  June 2017, MoKaPlan Inria Team: Pdf (+videos), Latex.