Kleesiek, Jens

8 publications

AAAI 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks Alexander Jaus, Constantin Marc Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen

NeurIPS 2025 Flatness Is Necessary, Neural Collapse Is Not: Rethinking Generalization via Grokking Ting Han, Linara Adilova, Henning Petzka, Jens Kleesiek, Michael Kamp

AAAI 2025 Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoffrey I. Webb, Michael Kamp

ECCV 2024 Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures Yannick Kirchhoff, Maximilian R Rokuss, Saikat Roy, Balint Kovacs, Constantin Ulrich, Tassilo Wald, Maximilian Zenk, Philipp Vollmuth, Jens Kleesiek, Fabian Isensee, Klaus H. Maier-Hein

ICMLW 2023 FAM: Relative Flatness Aware Minimization Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp

ICCVW 2023 Mirror U-Net: Marrying Multimodal Fission with Multi-Task Learning for Semantic Segmentation in Medical Imaging Zdravko Marinov, Simon Reiß, David Kersting, Jens Kleesiek, Rainer Stiefelhagen

NeurIPSW 2022 AIMHI: Protecting Sensitive Data Through Federated Co-Training Amr Abourayya, Michael Kamp, Erman Ayday, Jens Kleesiek, Kanishka Rao, Geoffrey I. Webb, Bharat Rao

AAAI 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen