Differentiable Divergences Between Time Series

Differentiable Divergences Between Time Series

16 October 2020

Mathieu Blondel

Jean-Philippe Vert

Papers citing "Differentiable Divergences Between Time Series"

11 / 11 papers shown

Title
End-to-End Adversarial Text-to-Speech Jeff Donahue Sander Dieleman Mikolaj Binkowski Erich Elsen Karen Simonyan 36 186 0 05 Jun 2020
Spatio-Temporal Alignments: Optimal transport through space and time H. Janati Marco Cuturi Alexandre Gramfort OT AI4TS 38 29 0 09 Oct 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation C. Chang De-An Huang Yanan Sui Li Fei-Fei Juan Carlos Niebles 88 156 0 09 Jan 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 38 524 0 18 Oct 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 43 130 0 30 May 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 120 2,133 0 01 Mar 2018
Differentiable Dynamic Programming for Structured Prediction and Attention A. Mensch Mathieu Blondel 40 129 0 11 Feb 2018
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 114 625 0 01 Jun 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 159 620 0 05 Mar 2017
On Wasserstein Two Sample Testing and Related Families of Nonparametric Tests Aaditya Ramdas Nicolas García Trillos Marco Cuturi 34 482 0 08 Sep 2015
A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance Andrew McCallum Kedar Bellare Fernando C Pereira 43 149 0 04 Jul 2012