Concepedia

Kolya Malkin

KM

4

Publications

215

Citations

4

H-Index

2018

Active since

Affiliations

Georgia Institute of Technology(Current)

Yale University

Microsoft (United States)

Stony Brook University

RIKEN Center for Advanced Intelligence Project

Kolya Malkin is an author at Georgia Institute of Technology specializing in engineering, data science, and geography.

Top concepts

EngineeringData ScienceGeographyImage AnalysisMachine VisionComputer VisionPattern RecognitionLand UseCartographyDeep Learning

Publications per year

2018–2021

4

Publications

4

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data

Caleb Robinson, Le Hou, Kolya Malkin et al. · 2019 · 103 citations

Engineering, Machine Learning, Land Use +21

Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest

Caleb Robinson, Kolya Malkin, Nebojša Jojić et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 73 citations · Full text

Data Fusion Contest, Engineering, Land Use +19

Label super-resolution networks.

Kolya Malkin, Caleb Robinson, Le Hou et al. · International Conference on Learning Representations · 2018 · 26 citations

Convolutional Neural Network, Engineering, Machine Learning +17

2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees]

Naoto Yokoya, Pedram Ghamisi, Ronny Hänsch et al. · IEEE Geoscience and Remote Sensing Magazine · 2021 · 13 citations · Full text

Artificial Intelligence, Data Fusion Contest, Engineering +19

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