Metric Learning for Temporal Sequence Alignment

Metric Learning for Temporal Sequence Alignment

10 September 2014

Francis R. Bach

Papers citing "Metric Learning for Temporal Sequence Alignment"

16 / 16 papers shown

Title
Clustering of timed sequences -- Application to the analysis of care pathways Thomas Guyet Pierre Pinson Enoal Gesny AI4TS 39 0 0 23 Apr 2024
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths Ming Xu Sourav Garg Michael Milford Stephen Gould AI4TS 39 4 0 19 Mar 2023
Flat Latent Manifolds for Human-machine Co-creation of Music Nutan Chen Djalel Benbouzid Francesco Ferroni Mathis Nitschke Luciano Pinna Patrick van der Smagt 11 0 0 23 Feb 2022
Learning with Fenchel-Young Losses Mathieu Blondel André F. T. Martins Vlad Niculae 6 128 0 08 Jan 2019
NeuralWarp: Time-Series Similarity with Warping Networks Josif Grabocka Lars Schmidt-Thieme AI4TS 13 29 0 20 Dec 2018
Relational Constraints for Metric Learning on Relational Data Jiajun Pan H. L. Capitaine Philippe Leray 6 0 0 02 Jul 2018
Gaussian Process Latent Variable Alignment Learning Ieva Kazlauskaite Carl Henrik Ek Neill D. F. Campbell BDL 11 25 0 07 Mar 2018
Differentiable Dynamic Programming for Structured Prediction and Attention A. Mensch Mathieu Blondel 19 128 0 11 Feb 2018
Learning Correlation Space for Time Series Han Qiu Hoang Thanh Lam Francesco Fusco M. Sinn AI4TS 23 4 0 10 Feb 2018
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 141 611 0 05 Mar 2017
Dynamic State Warping Zhichen Gong Huanhuan Chen AI4TS 18 2 0 03 Mar 2017
Learning Features of Music from Scratch John Thickstun Zaïd Harchaoui Sham Kakade 17 199 0 29 Nov 2016
Similarity Learning for Time Series Classification Maria-Irina Nicolae Éric Gaussier Amaury Habrard M. Sebban AI4TS 13 4 0 15 Oct 2016
metricDTW: local distance metric learning in Dynamic Time Warping Jiaping Zhao Zerong Xi Laurent Itti AI4TS 18 4 0 11 Jun 2016
shapeDTW: shape Dynamic Time Warping Jiaping Zhao Laurent Itti 11 202 0 06 Jun 2016
Modeling Time Series Similarity with Siamese Recurrent Networks Wenjie Pei David Tax L. V. D. van der Maaten AI4TS 13 52 0 15 Mar 2016