Tom Burgert

14 papers C 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models.
CoRR
Leonard W. Hackel, Tom Burgert, Begüm Demir
2026 J jnl
Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification.
CoRR
Tom Burgert, Julia Henkel, Begüm Demir
2026 J jnl
Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery.
CoRR
Tom Burgert, Leonard W. Hackel, Paolo Rota, Begüm Demir
2025 J jnl
A Label Propagation Strategy for CutMix in Multilabel Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tom Burgert, Kai Norman Clasen, Jonas Klotz, Tim Siebert, Begüm Demir
2025 J jnl
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts.
CoRR
Leonard W. Hackel, Tom Burgert, Begüm Demir
2025 J jnl
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression.
CoRR
Tom Burgert, Oliver Stoll, Paolo Rota, Begüm Demir
2025 J jnl
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification.
CoRR
Jonas Klotz, Tom Burgert, Begüm Demir
2025 J jnl
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jonas Klotz, Tom Burgert, Begüm Demir
2024 J jnl
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification.
CoRR
Tom Burgert, Tim Siebert, Kai Norman Clasen, Begüm Demir
2024 C conf
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images.
IGARSS
Tom Burgert, Begüm Demir
2024 J jnl
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images.
CoRR
Tom Burgert, Begüm Demir
2024 J jnl
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis.
CoRR
Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
2022 J jnl
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification.
CoRR
Tom Burgert, Mahdyar Ravanbakhsh, Begüm Demir
2022 J jnl
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tom Burgert, Mahdyar Ravanbakhsh, Begüm Demir