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OReole-FM: successes and challenges toward billion-parameter foundation
  models for high-resolution satellite imagery

OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery

25 October 2024
P. Dias
A. Tsaris
Jordan Bowman
Abhishek Potnis
Jacob Arndt
H. Yang
D. Lunga
ArXiv (abs)PDFHTML

Papers citing "OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery"

7 / 7 papers shown
Title
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
Leonard Hackel
Tom Burgert
Begüm Demir
84
0
0
17 Sep 2025
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing
Liang Lv
Di Wang
Jing Zhang
L. Zhang
AI4TS
135
0
0
17 Aug 2025
MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data
MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data
Antoine Labatie
Michael Vaccaro
Nina Lardiere
A. Garioud
Nicolas Gonthier
168
0
0
14 Aug 2025
TESSERA: Precomputed FAIR Global Pixel Embeddings for Earth Representation and Analysis
TESSERA: Precomputed FAIR Global Pixel Embeddings for Earth Representation and Analysis
Zhengpeng Feng
Clement Atzberger
S. Jaffer
Jovana Knezevic
Silja Sormunen
...
James Ball
Andrew Blake
Anil Madhavapeddy
Srinivasan Keshav
Srinivasan Keshav
529
9
0
25 Jun 2025
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series
Xiaolei Qin
Haiyan Zhao
Jing Zhang
Fengxiang Wang
Xin Su
Bo Du
Liangpei Zhang
AI4TS
276
0
0
13 May 2025
Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows
Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows
Dimitrios Stamoulis
Diana Marculescu
187
5
0
06 Apr 2025
Multi-Agent Geospatial Copilots for Remote Sensing Workflows
Chaehong Lee
Varatheepan Paramanayakam
Andreas Karatzas
Yanan Jian
Michael Fore
Heming Liao
Fuxun Yu
Ruopu Li
Iraklis Anagnostopoulos
Dimitrios Stamoulis
216
10
0
28 Jan 2025
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