On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification. - Tom Burgert; Mahdyar Ravanbakhsh; Begüm Demir (IEEE Trans. Geosci. Remote. Sens., 2022)

Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images. - Tom Burgert; Begüm Demir (IGARSS, 2024)

A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification. - Tom Burgert; Tim Siebert; Kai Norman Clasen; Begüm Demir (CoRR, 2024)

reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis. - Kai Norman Clasen; Leonard W. Hackel; Tom Burgert; Gencer Sumbul; Begüm Demir; Volker Markl (CoRR, 2024)

BigEarthNet v2. - Kai Norman Clasen; Leonard W. Hackel; Tom Burgert; Gencer Sumbul; Begüm Demir; Volker Markl (Zenodo, 2024)

On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification. - Jonas Klotz; Tom Burgert; Begüm Demir (CoRR, 2025)