Maxim on Machine Learning

Hello there 👋 My name is Maxim Khomiakov. I’m an Industrial PhD student in Machine Learning with Otovo and the Technical University of Denmark. I’m working on Deep Generative Models with a focus on Remote Sensing and 3D-reconstruction, supervised by Michael R. Andersen and Jes Frellsen.

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Full resume available here

News

2023-02-21
Paper accepted at ICASSP 2023!
2023-01-27
Back from Machine Learning Summer School
2022-12-12
NeurIPS: Tackling Climate Change with Machine Learning
2022-11-14
🎉 Awarded Best Oral presentation: Nordic AI Meet 2022

Research

Polygonizer: An auto-regressive building delineator

ICLR 2023 Workshop on Machine Learning for Remote Sensing [Oral]

Paper
Learning to Generate 3D Representations of Building Roofs Using Single-View Aerial Imagery

2023 IEEE International Conference on Acoustics, Speech and Signal Processing [Poster]

Paper
SolarDK: Dataset for residential solar detection and localization in aerial imagery

NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning [Poster]

Paper Presentation Data