Sergii Skakun

3 papers · 2022–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AAAI (3)

Top co-authors

Xiaowei Jia (3) Yiqun Xie (3) Han Bao (2) Zhili Li (2) Dongkuan Xu (1) Kara Stuart (1) Rahul Ghosh (1) Caroline Delaire (1) Weiye Chen (1) Praveen Ravirathinam (1)

Research topics

Machine Learning (3) Computer Vision (2) Deep Learning (2) Application Areas (2) Domain-Specific (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Data Science & Analytics (1) Applications (1) Core Methods (1) Processing (1)

Keywords

remote sensing (2) satellite imagery (2) transfer learning (1) attention mechanism (1) machine learning fairness (1) distribution matching (1) bilevel optimization (1) spatiotemporal 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

Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics AAAI 2023 Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023 Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework AAAI 2022