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Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping
16 January 2024
Wenwen Li
Chia-Yu Hsu
Sizhe Wang
Yezhou Yang
Hyunho Lee
A. Liljedahl
C. Witharana
Yili Yang
Brendan M. Rogers
S. Arundel
Matthew B. Jones
Kenton McHenry
Patricia Solis
VLM
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Papers citing
"Segment Anything Model Can Not Segment Anything: Assessing AI Foundation Model's Generalizability in Permafrost Mapping"
5 / 5 papers shown
Title
Foundation Models for Environmental Science: A Survey of Emerging Frontiers
Runlong Yu
Shengyu Chen
Yiqun Xie
Huaxiu Yao
J. Willard
X. Jia
AI4CE
33
1
0
05 Apr 2025
A Survey of Foundation Models for Environmental Science
Runlong Yu
Shengyu Chen
Yiqun Xie
X. Jia
AI4CE
61
1
0
05 Mar 2025
Geospatial foundation models for image analysis: evaluating and enhancing NASA-IBM Prithvi's domain adaptability
Chia-Yu Hsu
Wenwen Li
Sizhe Wang
42
12
0
31 Aug 2024
Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery
Hyunho Lee
Wenwen Li
AI4CE
33
9
0
29 Apr 2024
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes
Roland Gruber
Steffen Rüger
Thomas Wittenberg
23
2
0
09 Feb 2024
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