Sergii Skakun
3 papers · 2022–2023 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Taxonomy Completionist
(16)
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Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (3)
Top co-authors
Keywords
remote sensing
(2)
satellite imagery
(2)
transfer learning
(1)
attention mechanism
(1)
machine learning fairness
(1)
distribution matching
(1)
bi-level optimization
(1)
spatio-temporal dynamics
(1)
spatial heterogeneity
(1)
statistical robustness
(1)
image composition
(1)
cloud masking
(1)
image composite
(1)
spatial fairness
(1)
poverty mapping
(1)
point to region co-learning
(1)
crop monitoring
(1)
bi-level learning
(1)
unsupervised learning
(1)
co-learning framework
(1)
Papers
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery
AAAI 2023
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics
AAAI 2023
Fairness by βWhereβ: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework
AAAI 2022