FunFam protein families improve residue level molecular function prediction
Scheibenreif, Linus, Littmann, Maria, Orengo, Christine, Rost, Burkhard
Published in BMC bioinformatics (18.07.2019)
Published in BMC bioinformatics (18.07.2019)
Get full text
Journal Article
Masked Vision Transformers for Hyperspectral Image Classification
Scheibenreif, Linus, Mommert, Michael, Borth, Damian
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Get full text
Conference Proceeding
Less is More: Active Self-Supervised Learning in Remote Sensing
Jiang, Xuemei, Scheibenreif, Linus, Borth, Damian
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Get full text
Conference Proceeding
Parameter Efficient Self-Supervised Geospatial Domain Adaptation
Scheibenreif, Linus, Mommert, Michael, Borth, Damian
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Get full text
Conference Proceeding
Merging Patches and Tokens: A VQA System for Remote Sensing
Falk, Damian, Aydin, Kaan, Scheibenreif, Linus, Borth, Damian
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Get full text
Conference Proceeding
A Novel Dataset and Benchmark for Surface No2 Prediction from Remote Sensing Data Including Covid Lockdown Measures
Scheibenreif, Linus, Mommert, Michael, Borth, Damian
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Get full text
Conference Proceeding
Eurosat Model Zoo: A Dataset and Benchmark on Populations of Neural Networks and Its Sparsified Model Twins
Honegger, Dominik, Schurholt, Konstantin, Scheibenreif, Linus, Borth, Damian
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Get full text
Conference Proceeding
Dataset Distillation for Eurosat
Lautz, Julius, Leal, Daniel, Scheibenreif, Linus, Borth, Damian, Mommert, Michael
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Get full text
Conference Proceeding
Self Supervised Learning in Remote Sensing: Quantifying Approaches Effectiveness Across Downstream Tasks
Grau, Marc, Lontke, Alexander, Jiang, Xuemei, Scheibenreif, Linus
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Get full text
Conference Proceeding
Ben-Ge: Extending Bigearthnet with Geographical and Environmental Data
Mommert, Michael, Kesseli, Nicolas, Hanna, Joelle, Scheibenreif, Linus, Borth, Damian, Demir, Begum
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Get full text
Conference Proceeding
Ben-ge: Extending BigEarthNet with Geographical and Environmental Data
Mommert, Michael, Kesseli, Nicolas, Hanna, Joëlle, Scheibenreif, Linus, Borth, Damian, Demir, Begüm
Year of Publication 04.07.2023
Year of Publication 04.07.2023
Get full text
Journal Article
Power Plant Classification from Remote Imaging with Deep Learning
Mommert, Michael, Scheibenreif, Linus, Hanna, Joelle, Borth, Damian
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Get full text
Conference Proceeding
Characterization of Industrial Smoke Plumes from Remote Sensing Data
Mommert, Michael, Sigel, Mario, Neuhausler, Marcel, Scheibenreif, Linus, Borth, Damian
Year of Publication 23.11.2020
Year of Publication 23.11.2020
Get full text
Journal Article