Professorship of Geoinformatics for Sustainable Development (Prof. Risse)

Status: Organisation is active

Website: https://www.uni-muenster.de/Geoinformatics

Address:

Heisenbergstr. 2

48149 Münster

Germany

Publications

Scaling Down Annotation Needs: The Capacity of Self-Supervised Learning on Diatom Classification Mingkun, Tan; Daniel, Langenkämper; Michael, Kloster; Tim W. , Nattkemper. In: iScience. Research article (journal) \| Peer reviewed \| accepted / in press (not yet published)
deepmriprep: voxel-based morphometry preprocessing via deep neural networks Fisch L; Winter NR; Goltermann J; Barkhau C; Emden D; Ernsting J; Konowski M; Leenings R; Borgers T; Flinkenflügel K; Grotegerd D; Kraus A; Leehr EJ; Meinert S; Stein F; Teutenberg L; Thomas-Odenthal F; Usemann P; Hermesdorf M; Jamalabadi H; Jansen A; Nenadić I; Straube B; Kircher T; Berger K; Risse B; Dannlowski U; Hahn T (2026) In: Nature Computational Science, 1-10. Research article (journal) \| Peer reviewed \| Published
WildDrone: autonomous drone technology for monitoring wildlife populations Lundquist UPS; Afridi S; Berthelot C; Ngoc Dat N; Hlebowicz K; Iannino E; Laporte-Devylder L; Maalouf G; May G; Meier K; Molina Catricheo CA; Rolland EGA; Rondeau Saint-Jean C; Shukla V; Burghardt T; Christensen AL; Costelloe BR; Damen M; Flack A; Jensen K; Midtiby HS; Mirmehdi M; Remondino F; Richardson T; Risse B; Tuia D; Wahlberg M; Cawthorne D; Bullock S; Njoroge W; Mutisya S; Watson M; Pastucha E (2026) In: Frontiers in Robotics and AI, Volume 12 - 2025. doi:10.3389/frobt.2025.1695319 Research article (journal) \| Peer reviewed \| Published
ShelfOcc: Native 3D Supervision beyond LiDAR for Vision-Based Occupancy Estimation Boeder S; Gigengack F; Roesler S; Caesar H; Risse B (2026) In: Kanade, T.; Ullman, Shimon; Kambhamettu, Chandra; Metaxas, Dimitris N. (eds.), Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 1-8. Denver, USA: / IEEE/CVF. Research article in edited proceedings (conference) \| Peer reviewed \| accepted / in press (not yet published)
Random Label Prediction Heads for Studying and Controlling Memorization in Deep Neural Networks Becker M; Konrad J; Rodriguez LG; Risse B (2026) In: Vondrick, Carl; Hariharan, Bharath; Faust, Aleksandra; Pinto, Lerrel; Yang, Diyi; Raffel, Colin; Xue, Zhenyu (eds.), The Fourteenth International Conference on Learning Representations (ICLR). OpenReview.net. Research article in digital collection (conference) \| Peer reviewed \| accepted / in press (not yet published)

Show all publications (87)

Projects

CRC 1748: Principles of Reproduction – Unravelling the Molecular Mechanisms of Male Infertility Duration: 01/04/2026 - 31/12/2029 \| 1st Funding period Funded by: DFG - Collaborative Research Centre Type of project: Main DFG-project hosted at University of Münster
CRC 1748 - Z02: Science-clinics interface Duration: 01/04/2026 - 31/12/2029 \| 1st Funding period Funded by: DFG - Collaborative Research Centre Type of project: Subproject in DFG-joint project hosted at University of Münster
SPP 2363 - Subproject: Highlighting molecular similarity using explainable artificial intelligence Duration: 01/01/2026 - 31/12/2028 \| 2nd Funding period Funded by: DFG - Priority Programme Type of project: Subproject in DFG-joint project hosted at University of Münster
CRC 1450 - B04: Multiscale visualisation and analysis of innate immune cell migration at sites of hypoxic inflammation in vivo Duration: 01/01/2025 - 31/12/2028 \| 2nd Funding period Funded by: DFG - Collaborative Research Centre Type of project: Subproject in DFG-joint project hosted at University of Münster
LLM-basierte Simulation einer chronologisch realistischen Versorgungssituation (MediGotchi) Duration: 01/01/2025 - 31/12/2025 Funded by: Faculty of Medicine of the University of Münster Type of project: Individual project

Show all projects (21)

Preisverleihungen

Paper of the Month 2024 Awarded by: Medizinische Fakultät der Universität Münster Award given to: Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus Announced at: 15/03/2024 \| Date of awarding: 15/03/2024 Type of distinction: Best publication award
Paper of the Month Awarded by: Medizinische Fakultät der Universität Münster Award given to: Ernsting, Jan; Hahn, Tim Announced at: 15/02/2022 \| Date of awarding: 15/02/2022 Type of distinction: Best publication award
Teaching Award 2021 Awarded by: University of Münster Award given to: Holling, Markus; Risse, Benjamin; Schloßbauer, Anna; Kockwelp, Pascal Announced at: 15/01/2022 \| Date of awarding: 15/01/2022 Type of distinction: Research award or other distinction

Promotionen

[Working title] Artificial Neural Networks for 3D Reconstruction in Natural Habitats and Wildlife Tracking
Candidate: Konrad, Jonas | Supervisors: Risse, Benjamin
Period of time: 01/04/2024 - 31/03/2028
Doctoral examination procedure finished at: Doctoral examination procedure at University of Münster

Parent organisational units

University of Münster
- Schools and Faculties
  - FB14 - Faculty of Geosciences
    - Institute for Geoinformatics

Predecessor organisational unit

Junior professorship for practical computer science (Prof. Risse)

Scaling Down Annotation Needs: The Capacity of Self-Supervised Learning on Diatom Classification Mingkun, Tan; Daniel, Langenkämper; Michael, Kloster; Tim W. , Nattkemper. In: iScience. Research article (journal) \| Peer reviewed \| accepted / in press (not yet published)
deepmriprep: voxel-based morphometry preprocessing via deep neural networks Fisch L; Winter NR; Goltermann J; Barkhau C; Emden D; Ernsting J; Konowski M; Leenings R; Borgers T; Flinkenflügel K; Grotegerd D; Kraus A; Leehr EJ; Meinert S; Stein F; Teutenberg L; Thomas-Odenthal F; Usemann P; Hermesdorf M; Jamalabadi H; Jansen A; Nenadić I; Straube B; Kircher T; Berger K; Risse B; Dannlowski U; Hahn T (2026) In: Nature Computational Science, 1-10. Research article (journal) \| Peer reviewed \| Published
WildDrone: autonomous drone technology for monitoring wildlife populations Lundquist UPS; Afridi S; Berthelot C; Ngoc Dat N; Hlebowicz K; Iannino E; Laporte-Devylder L; Maalouf G; May G; Meier K; Molina Catricheo CA; Rolland EGA; Rondeau Saint-Jean C; Shukla V; Burghardt T; Christensen AL; Costelloe BR; Damen M; Flack A; Jensen K; Midtiby HS; Mirmehdi M; Remondino F; Richardson T; Risse B; Tuia D; Wahlberg M; Cawthorne D; Bullock S; Njoroge W; Mutisya S; Watson M; Pastucha E (2026) In: Frontiers in Robotics and AI, Volume 12 - 2025. doi:10.3389/frobt.2025.1695319 Research article (journal) \| Peer reviewed \| Published
ShelfOcc: Native 3D Supervision beyond LiDAR for Vision-Based Occupancy Estimation Boeder S; Gigengack F; Roesler S; Caesar H; Risse B (2026) In: Kanade, T.; Ullman, Shimon; Kambhamettu, Chandra; Metaxas, Dimitris N. (eds.), Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 1-8. Denver, USA: / IEEE/CVF. Research article in edited proceedings (conference) \| Peer reviewed \| accepted / in press (not yet published)
Random Label Prediction Heads for Studying and Controlling Memorization in Deep Neural Networks Becker M; Konrad J; Rodriguez LG; Risse B (2026) In: Vondrick, Carl; Hariharan, Bharath; Faust, Aleksandra; Pinto, Lerrel; Yang, Diyi; Raffel, Colin; Xue, Zhenyu (eds.), The Fourteenth International Conference on Learning Representations (ICLR). OpenReview.net. Research article in digital collection (conference) \| Peer reviewed \| accepted / in press (not yet published)

CRC 1748: Principles of Reproduction – Unravelling the Molecular Mechanisms of Male Infertility Duration: 01/04/2026 - 31/12/2029 \| 1st Funding period Funded by: DFG - Collaborative Research Centre Type of project: Main DFG-project hosted at University of Münster
CRC 1748 - Z02: Science-clinics interface Duration: 01/04/2026 - 31/12/2029 \| 1st Funding period Funded by: DFG - Collaborative Research Centre Type of project: Subproject in DFG-joint project hosted at University of Münster
SPP 2363 - Subproject: Highlighting molecular similarity using explainable artificial intelligence Duration: 01/01/2026 - 31/12/2028 \| 2nd Funding period Funded by: DFG - Priority Programme Type of project: Subproject in DFG-joint project hosted at University of Münster
CRC 1450 - B04: Multiscale visualisation and analysis of innate immune cell migration at sites of hypoxic inflammation in vivo Duration: 01/01/2025 - 31/12/2028 \| 2nd Funding period Funded by: DFG - Collaborative Research Centre Type of project: Subproject in DFG-joint project hosted at University of Münster
LLM-basierte Simulation einer chronologisch realistischen Versorgungssituation (MediGotchi) Duration: 01/01/2025 - 31/12/2025 Funded by: Faculty of Medicine of the University of Münster Type of project: Individual project