Tom Burgert

According to our database, Tom Burgert authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models.

Leonard W. Hackel, Tom Burgert, Begüm Demir

CoRR, January, 2026

Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification.

Tom Burgert, Julia Henkel, Begüm Demir

CoRR, January, 2026

Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery.

Tom Burgert, Leonard W. Hackel, Paolo Rota, Begüm Demir

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression.

Tom Burgert, Oliver Stoll, Paolo Rota, Begüm Demir

CoRR, September, 2025

CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts.

Leonard W. Hackel, Tom Burgert, Begüm Demir

CoRR, September, 2025

On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification.

Jonas Klotz, Tom Burgert, Begüm Demir

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

A Label Propagation Strategy for CutMix in Multilabel Remote Sensing Image Classification.

Tom Burgert, Kai Norman Clasen, Jonas Klotz, Tim Siebert, Begüm Demir

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

BigEarthNet v2.

Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl

Dataset, July, 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

A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification.

Tom Burgert, Tim Siebert, Kai Norman Clasen, Begüm Demir

CoRR, 2024

Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images.

Tom Burgert, Begüm Demir

Proceedings of the IGARSS 2024, 2024

2022

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