Eric Heim

32 papers A* 3A 1B 1Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice.
CoRR
Eric Heim, Oren Wright, David Shriver
2024 J jnl
A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment.
CoRR
Gregory Canal, Vladimir Leung, Philip Sage, Eric Heim, I-Jeng Wang
2024 — conf
Assessing LLMs for High Stakes Applications.
ICSE-SEIP
Shannon K. Gallagher, Jasmine Ratchford, Tyler Brooks, Bryan P. Brown, Eric Heim, William R. Nichols, Scott McMillan, Swati Rallapalli, Carol J. Smith, Nathan M. VanHoudnos, Nick Winski, Andrew O. Mellinger
2022 J jnl
Measuring AI Systems Beyond Accuracy.
CoRR
Violet Turri, Rachel Dzombak, Eric Heim, Nathan M. VanHoudnos, Jay Palat, Anusha Sinha
2022 J jnl
What is Your Metric Telling You? Evaluating Classifier Calibration under Context-Specific Definitions of Reliability.
CoRR
John Kirchenbauer, Jacob Oaks, Eric Heim
2021 J jnl
A network model that combines latent factors and sparse graphs.
Stat. Anal. Data Min.
Namjoon Suh, Xiaoming Huo, Eric Heim, Lee M. Seversky
2019 A* conf
Constrained Generative Adversarial Networks for Interactive Image Generation.
CVPR
Eric Heim
2019 J jnl
Constrained Generative Adversarial Networks for Interactive Image Generation.
CoRR
Eric Heim
2019 A* conf
Exploiting Class Learnability in Noisy Data.
AAAI
Matthew Klawonn, Eric Heim, James A. Hendler
2019 J jnl
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model.
CoRR
Namjoon Suh, Xiaoming Huo, Eric Heim, Lee M. Seversky
2018 J jnl
Clickstream Analysis for Crowd-Based Object Segmentation with Confidence.
IEEE Trans. Pattern Anal. Mach. Intell.
Eric Heim, Alexander Seitel, Jonas Andrulis, Fabian Isensee, Christian Stock, Tobias Roß, Lena Maier-Hein
2018 J jnl
Exploiting Class Learnability in Noisy Data.
CoRR
Matthew Klawonn, Eric Heim, James A. Hendler
2018 A* conf
Generating Triples With Adversarial Networks for Scene Graph Construction.
AAAI
Matthew Klawonn, Eric Heim
2018 J jnl
Generating Triples with Adversarial Networks for Scene Graph Construction.
CoRR
Matthew Klawonn, Eric Heim
2018 — —
Large-scale medical image annotation with quality-controlled crowdsourcing.
Eric Heim
2017 — conf
Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung.
Bildverarbeitung für die Medizin
Eric Heim, Alexander Seitel, Christian Stock, Tobias Roß, Lena Maier-Hein
2016 B conf
A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data.
Image Processing
Michael Götz, Eric Heim, Keno März, Tobias Norajitra, Mohammadreza Hafezi, Nassim Fard, Arianeb Mehrabi, Max Knoll, Christian Weber, Lena Maier-Hein, Klaus H. Maier-Hein
2016 J jnl
Clickstream analysis for crowd-based object segmentation with confidence.
CoRR
Eric Heim, Alexander Seitel, Christian Stock, Fabian Isensee, Lena Maier-Hein
2016 — conf
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence.
MICCAI (2)
Lena Maier-Hein, Tobias Roß, Janek Gröhl, Ben Glocker, Sebastian Bodenstedt, Christian Stock, Eric Heim, Michael Götz, Sebastian J. Wirkert, Hannes Kenngott, Stefanie Speidel, Klaus H. Maier-Hein
2016 — conf
Structure Sensor for mobile markerless augmented reality.
Image-Guided Procedures
Thomas Kilgus, R. Bux, Alfred Michael Franz, Wiebke Johnen, Eric Heim, Markus Fangerau, Michael Müller, Kathrin Yen, Lena Maier-Hein
2015 J jnl
Active Perceptual Similarity Modeling with Auxiliary Information.
CoRR
Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht
2015 — conf
Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen.
CURAC
Eric Heim, Tobias Roß, Tobias Norajitra, Marco Nolden, Keno März, Daniel Kondermann, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein
2015 J jnl
Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences.
Int. J. Comput. Assist. Radiol. Surg.
Lena Maier-Hein, Daniel Kondermann, Tobias Roß, Sven Mersmann, Eric Heim, Sebastian Bodenstedt, Hannes Götz Kenngott, Alexandro Sanchez, Martin Wagner, Anas Preukschas, Anna-Laura Wekerle, Stefanie Helfert, Keno März, Arianeb Mehrabi, Stefanie Speidel, Christian Stock
2015 A conf
Efficient Online Relative Comparison Kernel Learning.
SDM
Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht
2015 J jnl
Efficient Online Relative Comparison Kernel Learning.
CoRR
Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht
2015 J jnl
Mobile markerless augmented reality and its application in forensic medicine.
Int. J. Comput. Assist. Radiol. Surg.
Thomas Kilgus, Eric Heim, Sven Haase, Sabine Prüfer, Michael Müller, Alexander Seitel, Markus Fangerau, Tamara Wiebe, Justin Iszatt, Heinz-Peter Schlemmer, Joachim Hornegger, Kathrin Yen, Lena Maier-Hein
2015 J jnl
Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels.
CoRR
Eric Heim, Milos Hauskrecht
2015 — conf
Sparse multidimensional patient modeling using auxiliary confidence labels.
BIBM
Eric Heim, Milos Hauskrecht
2014 J jnl
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction.
IEEE Trans. Medical Imaging
Lena Maier-Hein, Anja Groch, Adrien Bartoli, Sebastian Bodenstedt, G. Boissonnat, Ping-Lin Chang, Neil Clancy, Daniel S. Elson, Sven Haase, Eric Heim, Joachim Hornegger, Pierre Jannin, Hannes Kenngott, Thomas Kilgus, Beat P. Müller-Stich, D. Oladokun, Sebastian Röhl, Thiago R. dos Santos, Heinz-Peter Schlemmer, Alexander Seitel, Stefanie Speidel, Martin Wagner, Danail Stoyanov
2014 — conf
GPGPU-beschleunigter anisotroper ICP zur Registrierung von Tiefendaten.
Bildverarbeitung für die Medizin
Eric Heim, Thomas Kilgus, Sven Haase, Justin Iszatt, Alfred M. Franz, Alexander Seitel, Michael Müller, Markus Fangerau, Joachim Hornegger, Hans-Peter Meinzer, Lena Maier-Hein
2014 — conf
Relative Comparison Kernel Learning with Auxiliary Kernels.
ECML/PKDD (1)
Eric Heim, Hamed Valizadegan, Milos Hauskrecht
2013 J jnl
Relative Comparison Kernel Learning with Auxiliary Kernels.
CoRR
Eric Heim, Hamed Valizadegan, Milos Hauskrecht