Gabriel Peyré

Latest

• Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport
• Unbalanced Optimal Transport, from Theory to Numerics
• Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe
• Global convergence of ResNets: From finite to infinite width using linear parameterization
• The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation
• Faster Wasserstein Distance Estimation with the Sinkhorn Divergence
• Interpolating between Optimal Transport and MMD using Sinkhorn Divergences
• Sinkhorn Divergences for Unbalanced Optimal Transport
• Unbalanced Optimal Transport: Dynamic and Kantorovich Formulations
• An Interpolating Distance Between Optimal Transport and Fisher--Rao Metrics
• Optimal Transport for Diffeomorphic Registration
• Geodesics on shape spaces with bounded variation and Sobolev metrics
• Piecewise rigid curve deformation via a Finsler steepest descent