Deep Active Learning for Multi-Label Classification of Remote Sensing Images. - Lars Möllenbrok; Begüm Demir (CoRR, 2022)

Annotation Cost Efficient Active Learning for Content Based Image Retrieval. - Julia Henkel; Genc Hoxha; Gencer Sumbul; Lars Möllenbrok; Begüm Demir (IGARSS, 2023)

Active Learning Guided Fine-Tuning for Enhancing Self-Supervised based Multi-Label Classification of Remote Sensing Images. - Lars Möllenbrok; Begüm Demir (IGARSS, 2023)

Deep Active Learning for Multi-Label Classification of Remote Sensing Images. - Lars Möllenbrok; Gencer Sumbul; Begüm Demir (IEEE Geosci. Remote. Sens. Lett., 2023)

Annotation Cost-Efficient Active Learning for Deep Metric Learning-Driven Remote Sensing Image Retrieval. - Genc Hoxha; Gencer Sumbul; Julia Henkel; Lars Möllenbrok; Begüm Demir (IEEE Trans. Geosci. Remote. Sens., 2024)

Continual Self-Supervised Learning With Masked Autoencoders in Remote Sensing. - Lars Möllenbrok; Behnood Rasti; Begüm Demir (IEEE Geosci. Remote. Sens. Lett., 2025)