EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision

EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision

14 January 2025

Diego A. Velázquez

Pau Rodríguez López

Josep M. Gonfaus

Gerardo Richarte

Alexandre Lacoste

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Papers citing "EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision"

19 / 19 papers shown

Title
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery Mubashir Noman Muzammal Naseer Hisham Cholakkal Rao Muhammad Anwar Salman Khan Fahad Shahbaz Khan ViT 102 46 0 08 Mar 2024
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery Adam J. Stewart Nils Lehmann Isaac Corley Yi Wang Yi-Chia Chang Nassim Ait Ali Braham Shradha Sehgal Caleb Robinson Arindam Banerjee 85 33 0 15 Jun 2023
Remote Sensing Scene Classification with Masked Image Modeling (MIM) Liya Wang A. Tien 98 3 0 28 Feb 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 179 193 0 30 Dec 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 269 730 0 14 Nov 2022
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product P. Bhugra B. Bischke C. Werner R. Syrnicki C. Packbier ... W. De Keersmaecker D. Zanaga A. Wania R. Van De Kerchove G. Marchisio 40 3 0 26 Oct 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 106 70 0 01 Sep 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery Yezhen Cong Samarth Khanna Chenlin Meng Patrick Liu Erik Rozi Yutong He Marshall Burke David B. Lobell Stefano Ermon ViT 126 278 0 17 Jul 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong Yibing Song Jue Wang Limin Wang ViT 252 1,222 0 23 Mar 2022
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark Alexandre Lacoste Evan D. Sherwin Hannah Kerner Hamed Alemohammad Bjorn Lutjens ... Alex Chang Mehmet Gunturkun Alexandre Drouin Pau Rodríguez López David Vazquez AI4Cl AI4CE 60 31 0 01 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 845 7,885 0 11 Nov 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,116 0 26 Feb 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 257 414 0 24 Feb 2021
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery I. Laradji Pau Rodríguez López F. Kalaitzis David Vazquez Ross Young E. Davey Alexandre Lacoste 79 19 0 14 Nov 2020
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding Xiaoman Qi P. Zhu Yuebin Wang Liqiang Zhang Junhuan Peng Mengfan Wu Jialong Chen Xudong Zhao Ning Zang P. Mathiopoulos 121 118 0 01 Oct 2020
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 121 817 0 10 Jun 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 127 455 0 16 Feb 2019
xView: Objects in Context in Overhead Imagery Darius Lam Richard Kuzma Kevin McGee Samuel Dooley Michael Laielli Matthew K. Klaric Yaroslav Bulatov Brendan McCord ObjD 86 326 0 22 Feb 2018
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 599 62,776 0 04 Jun 2015