Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series

11 July 2024

Papers citing "Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series"

7 / 7 papers shown

Title
Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey Zihan Yu Tianxiao Li Yuxin Zhu Rongze Pan 38 0 0 10 Oct 2024
PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning Hao Liu Jinrui Gan Xiaoxuan Fan Yi Zhang Chuanxian Luo ... Guangxin Jiang Yucheng Qian Changwei Zhao Huan Ma Zhenyu Guo AI4TS 69 2 0 07 Nov 2023
Revisiting the Encoding of Satellite Image Time Series Xin Cai Y. Bi Peter Nicholl Roy Sterritt AI4TS 33 3 0 03 May 2023
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries Gabriel Tseng Ruben Cartuyvels Ivan Zvonkov Mirali Purohit David Rolnick Hannah Kerner 77 62 0 27 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 71 150 0 16 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021