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Toward Foundation Models for Earth Monitoring: Proposal for a Climate
  Change Benchmark

Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark

1 December 2021
Alexandre Lacoste
Evan D. Sherwin
Hannah Kerner
Hamed Alemohammad
Bjorn Lutjens
Jeremy Irvin
David Dao
Alex Chang
Mehmet Gunturkun
Alexandre Drouin
Pau Rodríguez López
David Vazquez
    AI4ClAI4CE
ArXiv (abs)PDFHTML

Papers citing "Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark"

6 / 6 papers shown
Title
Foundation Models for Environmental Science: A Survey of Emerging Frontiers
Foundation Models for Environmental Science: A Survey of Emerging Frontiers
Runlong Yu
Shengyu Chen
Yiqun Xie
Huaxiu Yao
J. Willard
X. Jia
AI4CE
129
1
0
05 Apr 2025
EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision
EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision
Diego A. Velázquez
Pau Rodríguez López
Sergio Alonso
Josep M. Gonfaus
Jordi Gonzalez
Gerardo Richarte
Javier Marin
Yoshua Bengio
Alexandre Lacoste
101
1
0
14 Jan 2025
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
Nemin Wu
Qian Cao
Zhangyu Wang
Zeping Liu
Yanlin Qi
...
Stefano Ermon
T. Ganu
A. Nambi
Ni Lao
Gengchen Mai
226
20
0
21 Jun 2024
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Benedikt Blumenstiel
Johannes Jakubik
Hilde Kuhne
Michael Vossing
VLM
121
18
0
27 Jun 2023
Conservation Tools: The Next Generation of Engineering--Biology
  Collaborations
Conservation Tools: The Next Generation of Engineering--Biology Collaborations
Andrew Schulz
Cassie Shriver
Suzanne Stathatos
Benjamin Seleb
E. Weigel
Young-Hui Chang
M. S. Bhamla
David Hu
Biomolecular Engineering Georgia Tech
Zoo Atlanta
81
14
0
03 Jan 2023
Can Information Behaviour Inform Machine Learning?
Can Information Behaviour Inform Machine Learning?
M. Ridley
AI4CE
55
0
0
01 May 2022
1