Maxim Khomiakov

Maxim on Machine Learning

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Research

GeoFormer architecture

GeoFormer: A Multi-Polygon Segmentation Transformer

British Machine Vision Conference 2024 (poster)

3D Representations

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

IEEE International Conference on Acoustics, Speech and Signal Processing 2023 (Poster)

Polygonizer

Polygonizer: An Auto-Regressive Building Delineator

ICLR 2023 Workshop on Machine Learning for Remote Sensing (Oral)

SolarDK

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

NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning (Poster)