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Gregor Koehler
PhD student, Medical Image Computing, German Cancer Research Center (DKFZ)
Joined
September 2020
Names
Gregor Koehler
(Preferred)
,
Gregor Köhler
Emails
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
PhD student
Medical Image Computing,
German Cancer Research Center (DKFZ)
(dkfz.de)
2018
–
Present
MS student
Karlsruhe Institute of Technology
(kit.edu)
2016
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Klaus Maier-Hein
2018
–
Present
Coauthor
Frank Hutter
2019
–
2024
Coauthor
Joerg Franke
2019
–
2024
Coauthor
Simon Kohl
2019
–
2024
Coauthor
Fabian Isensee
2019
–
2024
Coauthor
David Zimmerer
2019
–
2024
Coauthor
Paul F Jaeger
2019
–
2024
Coauthor
Jens Petersen
2019
–
2022
Expertise
Reinforcement Learning
2019
–
Present
Self-Supervised Learning
2019
–
Present
Deep Learning
2018
–
Present
Publications
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
Tassilo Wald
,
Saikat Roy
,
Fabian Isensee
,
Constantin Ulrich
,
Sebastian Ziegler
,
Dasha Trofimova
,
Raphael Stock
,
Michael Baumgartner
,
Gregor Koehler
,
Klaus Maier-Hein
Accepted by TMLR
Readers:
Everyone
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
Tassilo Wald
,
Saikat Roy
,
Fabian Isensee
,
Constantin Ulrich
,
Sebastian Ziegler
,
Dasha Trofimova
,
Raphael Stock
,
Michael Baumgartner
,
Gregor Koehler
,
Klaus Maier-Hein
Submitted to ICLR 2026
Readers:
Everyone
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
Gregor Koehler
,
Tassilo Wald
,
Constantin Ulrich
,
David Zimmerer
,
Paul F Jaeger
,
Jörg K.H. Franke
,
Simon Kohl
,
Fabian Isensee
,
Klaus Maier-Hein
2024 Winter Conference on Applications of Computer Vision (WACV)
Readers:
Everyone
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
Tassilo Wald
,
Constantin Ulrich
,
Priyank Jaini
,
Gregor Koehler
,
David Zimmerer
,
Stefan Denner
,
Fabian Isensee
,
Michael Baumgartner
,
Klaus Maier-Hein
NeurIPS 2024 poster
Readers:
Everyone
Improving Deep Learning Optimization through Constrained Parameter Regularization
Jörg K.H. Franke
,
Michael Hefenbrock
,
Gregor Koehler
,
Frank Hutter
NeurIPS 2024 poster
Readers:
Everyone
New Horizons in Parameter Regularization: A Constraint Approach
Jörg K.H. Franke
,
Michael Hefenbrock
,
Gregor Koehler
,
Frank Hutter
NeurIPS 2023 Workshop Poster
Readers:
Everyone
Constrained Parameter Regularization
Jörg K.H. Franke
,
Michael Hefenbrock
,
Gregor Koehler
,
Frank Hutter
Submitted to ICLR 2024
Readers:
Everyone
Lost in Transformation: Current roadblocks for Transformers in 3D medical image segmentation
Saikat Roy
,
Tassilo Wald
,
Michael Baumgartner
,
Constantin Ulrich
,
Gregor Koehler
,
David Zimmerer
,
Fabian Isensee
,
Klaus Maier-Hein
Submitted to ICLR 2024
Readers:
Everyone
Combining Anomaly Detection and Supervised Learning for Medical Image Segmentation
Julius Holzschuh
,
David Zimmerer
,
Constantin Ulrich
,
Michael Baumgartner
,
Gregor Koehler
,
Rainer Stiefelhagen
,
Klaus Maier-Hein
Published: 28 Apr 2023, Last Modified: 15 Jun 2023
MIDL 2023 Short paper track Poster
Readers:
Everyone
SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model
Tassilo Wald
,
Saikat Roy
,
Gregor Koehler
,
Nico Disch
,
Maximilian Rouven Rokuss
,
Julius Holzschuh
,
David Zimmerer
,
Klaus Maier-Hein
Published: 28 Apr 2023, Last Modified: 15 Jun 2023
MIDL 2023 Short paper track Poster
Readers:
Everyone
View all 31 publications
Co-Authors
Alison Q. O'Neil
André Biedenkapp
André Klein
Annika Reinke
Antanas Kascenas
Baolun Yu
Benjamin Hou
Bernhard Kainz
Bjørn Sand Jensen
Carsten Lüth
Carsten T. Lüth
Carsten Tim Lüth
Constantin Ulrich
Daniel Paech
Dasha Trofimova
David Zimmerer
Dmitry V. Dylov
Fabian Isensee
Frank Hutter
Giacomo Tarroni
Huaqi Qiu
Irina Fedulova
Jakob Wasserthal
James Batten
Jens Petersen
View all 71 co-authors