TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift
Estimation

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TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation

4 November 2021

Charlotte Pelletier

Sébastien Lefèvre

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Papers citing "TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation"

11 / 11 papers shown

Title
Reuse out-of-year data to enhance land cover mappingvia feature disentanglement and contrastive learning C. Dantas R. Gaetano Claudia Paris Dino Ienco 66 0 0 17 Apr 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 87 26 0 05 Apr 2024
Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Hassan Ismail Fawaz Ganesh Del Grosso Tanguy Kerdoncuff Aurélie Boisbunon Illyyne Saffar AI4TS 68 2 0 15 Dec 2023
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment Franccois Painblanc Laetitia Chapel Nicolas Courty Chloé Friguet Charlotte Pelletier R. Tavenard AI4TS OOD 65 7 0 24 Aug 2023
Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data Valentin Barrière M. Claverie M. Schneider G. Lemoine R. d’Andrimont 70 21 0 19 May 2023
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting Mohamad Hakam Shams Eddin R. Roscher Juergen Gall 90 11 0 16 Dec 2022
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture Brandon Victor Zhen He Aiden Nibali 149 9 0 03 Oct 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 121 207 0 15 Aug 2022
Self-supervised learning -- A way to minimize time and effort for precision agriculture? Michael Marszalek Bertrand Le Saux P. Mathieu A. Nowakowski Daniel Springer 66 7 0 05 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 115 39 0 02 Apr 2022
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding Joachim Nyborg Charlotte Pelletier Ira Assent 85 19 0 17 Mar 2022