Match-And-Deform: Time Series Domain Adaptation through Optimal
Transport and Temporal Alignment

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Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment

24 August 2023

Franccois Painblanc

Laetitia Chapel

Charlotte Pelletier

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Papers citing "Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment"

9 / 9 papers shown

Title
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 58 42 0 04 Nov 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 78 151 0 05 Mar 2021
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 73 149 0 22 May 2020
Missing Data Imputation using Optimal Transport Boris Muzellec Julie Josse Claire Boyer Marco Cuturi OT 55 125 0 10 Feb 2020
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 80 467 0 27 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 229 2,150 0 01 Mar 2018
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 192 631 0 01 Jun 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 567 0 24 May 2017
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015