Kolya Malkin

3 papers · 2019–2020 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AAAI (1) CVPR (1) ICLR (1)

Top co-authors

Nebojsa Jojic (3) Caleb Robinson (3) Le Hou (2) Rachel Soobitsky (2) Bistra Dilkina (2) Jacob Czawlytko (2) Blake Elias (1) Andi Peng (1) Joel Saltz (1) Anthony Ortiz (1)

Research topics

Deep Learning (3) Learning Types · Deep Learning (3) Computer Vision (2) Machine Learning (2) Domain-Specific (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

land cover mapping (3) semantic segmentation (3) remote sensing (2) medical imaging (1) deep learning (1) deep neural network (1) satellite imagery (1) aerial imagery (1) human-machine collaboration (1) multi-resolution data (1) label super-resolution (1) image pixel (1) active learning (1) lymphocyte segmentation (1) domain generalization (1) domain adaptation (1)

Papers

Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020 Label super-resolution networks ICLR 2019 Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data CVPR 2019