Markus Kollmann

22 papers A 2C 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diffusion Models Generalize but Not in the Way You Might Think.
CoRR
Tim Kaiser, Markus Kollmann
2025 J jnl
ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection via Concept Mining from Text Corpora.
CoRR
Nikolas Adaloglou, Diana Petrusheva, Mohamed Asker, Felix Michels, Markus Kollmann
2025 A conf
Rethinking Cluster-Conditioned Diffusion Models for Label-Free Image Synthesis.
WACV
Nikolas Adaloglou, Tim Kaiser, Felix Michels, Markus Kollmann
2024 J jnl
Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection.
Trans. Mach. Learn. Res.
Nikolas Adaloglou, Felix Michels, Tim Kaiser, Markus Kollmann
2024 J jnl
Rethinking cluster-conditioned diffusion models.
CoRR
Nikolas Adaloglou, Tim Kaiser, Felix Michels, Markus Kollmann
2024 J jnl
Scaling Up Deep Clustering Methods Beyond ImageNet-1K.
CoRR
Nikolas Adaloglou, Felix Michels, Kaspar Senft, Diana Petrusheva, Markus Kollmann
2024 J jnl
The Unreasonable Effectiveness of Guidance for Diffusion Models.
CoRR
Tim Kaiser, Nikolas Adaloglou, Markus Kollmann
2023 — conf
Abnormality Detection for Medical Images Using Self-Supervision and Negative Samples.
ICBRA
Nima Rafiee, Rahil Gholamipoorfard, Markus Kollmann
2023 J jnl
Contrastive Language-Image Pretrained (CLIP) Models are Powerful Out-of-Distribution Detectors.
CoRR
Felix Michels, Nikolas Adaloglou, Tim Kaiser, Markus Kollmann
2023 A conf
Exploring the Limits of Deep Image Clustering using Pretrained Models.
BMVC
Nikolas Adaloglou, Felix Michels, Hamza Kalisch, Markus Kollmann
2023 J jnl
Exploring the Limits of Deep Image Clustering using Pretrained Models.
CoRR
Nikolas Adaloglou, Felix Michels, Hamza Kalisch, Markus Kollmann
2023 J jnl
Wearable based monitoring and self-supervised contrastive learning detect clinical complications during treatment of Hematologic malignancies.
npj Digit. Medicine
Malte Jacobsen, Rahil Gholamipoor, Till Anselm Dembek, Pauline Rottmann, Marlo Verket, Julia Brandts, Paul Jäger, Ben-Niklas Baermann, Mustafa Kondakci, Lutz Heinemann, Anna L. Gerke, Nikolaus Marx, Dirk Müller-Wieland, Kathrin Möllenhoff, Melchior Seyfarth, Markus Kollmann, Guido Kobbe
2022 — conf
Pneumonia Detection With Semantic Similarity Scores.
ISBI
Rahil Gholamipoor, Nima Rafiee, Markus Kollmann
2022 J jnl
Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling.
CoRR
Nima Rafiee, Rahil Gholamipoorfard, Nikolas Adaloglou, Simon Jaxy, Julius Ramakers, Markus Kollmann
2022 — conf
Self-supervised Anomaly Detection by Self-distillation and Negative Sampling.
ICANN (4)
Nima Rafiee, Rahil Gholamipoor, Nikolas Adaloglou, Simon Jaxy, Julius Ramakers, Markus Kollmann
2020 J jnl
Reliable Detection of Atrial Fibrillation with a Medical Wearable during Inpatient Conditions.
Sensors
Malte Jacobsen, Till Anselm Dembek, Athanasios-Panagiotis Ziakos, Rahil Gholamipoor, Guido Kobbe, Markus Kollmann, Christopher Blum, Dirk Müller-Wieland, Andreas Napp, Lutz Heinemann, Nikolas Deubner, Nikolaus Marx, Stefan Isenmann, Melchior Seyfarth
2019 J jnl
Neural networks with circular filters enable data efficient inference of sequence motifs.
Bioinform.
Christopher Blum, Markus Kollmann
2019 C conf
Predicting gene expression level in E. coli from mRNA sequence information.
CIBCB
Linlin Zhao, Nima Abedpour, Christopher Blum, Petra Kolkhof, Mathias Beller, Markus Kollmann, Emidio Capriotti
2015 J jnl
Resource constrained flux balance analysis predicts selective pressure on the global structure of metabolic networks.
BMC Syst. Biol.
Nima Abedpour, Markus Kollmann
2013 J jnl
A preconditioned MinRes solver for time-periodic parabolic optimal control problems.
Numer. Linear Algebra Appl.
Markus Kollmann, Michael Kolmbauer
2013 J jnl
A robust finite element solver for a multiharmonic parabolic optimal control problem.
Comput. Math. Appl.
Markus Kollmann, Michael Kolmbauer, Ulrich Langer, Monika Wolfmayr, Walter Zulehner
2011 J jnl
Robust Signal Processing in Living Cells.
PLoS Comput. Biol.
Ralf Steuer, Steffen Waldherr, Victor Sourjik, Markus Kollmann