Maxim Khomiakov

Maxim on Machine Learning

Research

Polygonizer: An auto-regressive building delineator

Polygonizer: An auto-regressive building delineator

International Conference on Learning Representations 2023 Workshop on Machine Learning for Remote Sensing

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

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

ICASSP 2023 IEEE International Conference on Acoustics, Speech and Signal Processing

SolarDK: A high-resolution urban solar panel image classification and localization dataset

SolarDK: A high-resolution urban solar panel image classification and localization dataset

NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning

Deep learning for automatic railway maintenance

Deep learning for automatic railway maintenance

Intelligent quality assessment of railway switches and crossings