CCML: A Novel Collaborative Learning Model for Classification of Remote Sensing Images with Noisy Multi-Labels. - Ahmet Kerem Aksoy; Mahdyar Ravanbakhsh; Tristan Kreuziger; Begüm Demir (CoRR, 2020)

A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels. - Ahmet Kerem Aksoy; Mahdyar Ravanbakhsh; Tristan Kreuziger; Begüm Demir (ICIP, 2021)

A Novel Triplet Sampling Method for Multi-Label Remote Sensing Image Search and Retrieval. - Tristan Kreuziger; Mahdyar Ravanbakhsh; Begüm Demir (CoRR, 2021)

A Novel Uncertainty-aware Collaborative Learning Method for Remote Sensing Image Classification Under Multi-Label Noise. - Ahmet Kerem Aksoy; Mahdyar Ravanbakhsh; Tristan Kreuziger; Begüm Demir (CoRR, 2021)

BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval. - Gencer Sumbul; Arne de Wall; Tristan Kreuziger; Filipe Marcelino; Hugo Costa; Pedro Benevides; Mario Caetano; Begüm Demir; Volker Markl (CoRR, 2021)