Martin Schiegg

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 11

Top Topics

Dynamical Systems

Subject Specific

Support Vector Machine

Weakly Supervised

Top Venues

Publications

David Reeb, Kanil Patel, Karim Said Barsim, Martin Schiegg, Sebastian Gerwinn
Validation of composite systems by discrepancy propagation. UAI (2023)
David Reeb, Kanil Patel, Karim Barsim, Martin Schiegg, Sebastian Gerwinn
Validation of Composite Systems by Discrepancy Propagation. CoRR (2022)
Hans Kersting, Nicholas Krämer, Martin Schiegg, Christian Daniel, Michael Tiemann, Philipp Hennig
Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems. CoRR (2020)
Hans Kersting, Nicholas Krämer, Martin Schiegg, Christian Daniel, Michael Tiemann, Philipp Hennig
Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems. ICML (2020)
Xiahan Shi, Leonard Salewski, Martin Schiegg, Max Welling
Relational Generalized Few-Shot Learning. BMVC (2020)
Laura Beggel, Bernhard X. Kausler, Martin Schiegg, Michael Pfeiffer, Bernd Bischl
Time series anomaly detection based on shapelet learning. Comput. Stat. 34 (3) (2019)
Xiahan Shi, Leonard Salewski, Martin Schiegg, Zeynep Akata, Max Welling
Relational Generalized Few-Shot Learning. CoRR (2019)
Andreas Doerr, Christian Daniel, Martin Schiegg, Duy Nguyen-Tuong, Stefan Schaal, Marc Toussaint, Sebastian Trimpe
Probabilistic Recurrent State-Space Models. ICML (2018)
Martin Schiegg, Ferran Diego, Fred A. Hamprecht
Learning Diverse Models: The Coulomb Structured Support Vector Machine. ECCV (3) (2016)
Martin Schiegg, Ben Heuer, Carsten Haubold, Steffen Wolf, Ullrich Köthe, Fred A. Hamprecht
Proof-reading guidance in cell tracking by sampling from tracking-by-assignment models. ISBI (2015)
Martin Schiegg, Philipp Hanslovsky, Carsten Haubold, Ullrich Köthe, Lars Hufnagel, Fred A. Hamprecht
Graphical model for joint segmentation and tracking of multiple dividing cells. Bioinform. 31 (6) (2015)
Xinghua Lou, Martin Schiegg, Fred A. Hamprecht
Active Structured Learning for Cell Tracking: Algorithm, Framework, and Usability. IEEE Trans. Medical Imaging 33 (4) (2014)
Luca Fiaschi, Ferran Diego Andilla, Konstantin Gregor, Martin Schiegg, Ullrich Köthe, Marta Zlatic, Fred A. Hamprecht
Tracking Indistinguishable Translucent Objects over Time Using Weakly Supervised Structured Learning. CVPR (2014)
Martin Schiegg, Philipp Hanslovsky, Bernhard X. Kausler, Lars Hufnagel, Fred A. Hamprecht
Conservation Tracking. ICCV (2013)
Martin Schiegg, Marion Neumann, Kristian Kersting
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data. AISTATS (2012)
Bernhard X. Kausler, Martin Schiegg, Björn Andres, Martin S. Lindner, Ullrich Köthe, Heike Leitte, Jochen Wittbrodt, Lars Hufnagel, Fred A. Hamprecht
A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness. ECCV (3) (2012)