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2305.08413
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Artificial intelligence to advance Earth observation: a perspective
15 May 2023
D. Tuia
Konrad Schindler
Begum Demir
Gustau Camps-Valls
Xiao Xiang Zhu
M. Kochupillai
S. Džeroski
Jan N. van Rijn
Holger H. Hoos
Fabio Del Frate
Mihai Datcu
Jorge-Arnulfo Quiané-Ruiz
Volker Markl
Bertrand Le Saux
Rochelle Schneider
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Papers citing
"Artificial intelligence to advance Earth observation: a perspective"
17 / 17 papers shown
Title
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
Chenghao Xiao
Hou Pong Chan
Hao Zhang
Mahani Aljunied
Lidong Bing
Noura Al Moubayed
Yu Rong
58
0
0
18 Apr 2025
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction
Melkamu Mersha
Khang Lam
Joseph Wood
Ali AlShami
Jugal Kalita
XAI
AI4TS
64
28
0
30 Aug 2024
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis
Kai Norman Clasen
L. Hackel
Tom Burgert
Gencer Sumbul
Begum Demir
Volker Markl
55
11
0
04 Jul 2024
PhilEO Bench: Evaluating Geo-Spatial Foundation Models
Casper Fibaek
Luke Camilleri
Andreas Luyts
Nikolaos Dionelis
B. L. Saux
30
16
0
09 Jan 2024
Discovering Causal Relations and Equations from Data
Gustau Camps-Valls
Andreas Gerhardus
Urmi Ninad
Gherardo Varando
Georg Martius
E. Balaguer-Ballester
Ricardo Vinuesa
Emiliano Díaz
L. Zanna
Jakob Runge
PINN
AI4Cl
AI4CE
CML
35
72
0
21 May 2023
Augmentation-Free Self-Supervised Learning on Graphs
Namkyeong Lee
Junseok Lee
Chanyoung Park
60
203
0
05 Dec 2021
How to find a good image-text embedding for remote sensing visual question answering?
Christel Chappuis
Sylvain Lobry
B. Kellenberger
Bertrand Le Saux
D. Tuia
32
20
0
24 Sep 2021
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
Nico Lang
Konrad Schindler
Jan Dirk Wegner
27
14
0
15 Jul 2021
Mapping oil palm density at country scale: An active learning approach
Andrés C. Rodríguez
Stefano Dáronco
Konrad Schindler
Jan Dirk Wegner
24
40
0
24 May 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies
Mehmet Özgür Türkoglu
Stefano Dáronco
Gregor Perich
F. Liebisch
Constantin Streit
Konrad Schindler
Jan Dirk Wegner
79
129
0
17 Feb 2021
Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Yuansheng Hua
Diego Marcos
Lichao Mou
Xiaoxiang Zhu
D. Tuia
28
81
0
10 Jan 2021
Nonlinear Distribution Regression for Remote Sensing Applications
J. Adsuara
Adrián Pérez-Suay
Jordi Munoz-Marí
Anna Mateo-Sanchis
M. Piles
Gustau Camps-Valls
16
17
0
07 Dec 2020
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery
Esther Rolf
J. Proctor
T. Carleton
I. Bolliger
Vaishaal Shankar
Miyabi Ishihara
Benjamin Recht
S. Hsiang
85
122
0
16 Oct 2020
RSVQA: Visual Question Answering for Remote Sensing Data
Sylvain Lobry
Diego Marcos
J. Murray
D. Tuia
64
205
0
16 Mar 2020
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification
Priit Ulmas
I. Liiv
24
79
0
05 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
281
11,677
0
09 Mar 2017
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
264
5,326
0
05 Nov 2016
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