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Eric Heim
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2020 – today
- 2024
- [c13]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
:
Assessing LLMs for High Stakes Applications. ICSE-SEIP 2024: 103-105 - [i12]Gregory Canal, Vladimir Leung, Philip Sage, Eric Heim, I-Jeng Wang:
A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment. CoRR abs/2408.01301 (2024) - 2022
- [i11]Violet Turri
, Rachel Dzombak, Eric Heim, Nathan M. VanHoudnos, Jay Palat, Anusha Sinha:
Measuring AI Systems Beyond Accuracy. CoRR abs/2204.04211 (2022) - [i10]John Kirchenbauer, Jacob Oaks, Eric Heim:
What is Your Metric Telling You? Evaluating Classifier Calibration under Context-Specific Definitions of Reliability. CoRR abs/2205.11454 (2022) - 2021
- [j5]Namjoon Suh, Xiaoming Huo
, Eric Heim, Lee M. Seversky:
A network model that combines latent factors and sparse graphs. Stat. Anal. Data Min. 14(2): 97-115 (2021)
2010 – 2019
- 2019
- [c12]Matthew Klawonn, Eric Heim, James A. Hendler:
Exploiting Class Learnability in Noisy Data. AAAI 2019: 4082-4089 - [c11]Eric Heim:
Constrained Generative Adversarial Networks for Interactive Image Generation. CVPR 2019: 10753-10761 - [i9]Eric Heim:
Constrained Generative Adversarial Networks for Interactive Image Generation. CoRR abs/1904.02526 (2019) - [i8]Namjoon Suh, Xiaoming Huo, Eric Heim, Lee M. Seversky:
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model. CoRR abs/1912.00524 (2019) - 2018
- [b1]Eric Heim:
Large-scale medical image annotation with quality-controlled crowdsourcing. University of Heidelberg, Germany, 2018, pp. 1-164 - [j4]Eric Heim
, Alexander Seitel
, Jonas Andrulis, Fabian Isensee, Christian Stock
, Tobias Roß
, Lena Maier-Hein:
Clickstream Analysis for Crowd-Based Object Segmentation with Confidence. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 2814-2826 (2018) - [c10]Matthew Klawonn, Eric Heim:
Generating Triples With Adversarial Networks for Scene Graph Construction. AAAI 2018: 6992-6999 - [i7]Matthew Klawonn, Eric Heim:
Generating Triples with Adversarial Networks for Scene Graph Construction. CoRR abs/1802.02598 (2018) - [i6]Matthew Klawonn, Eric Heim, James A. Hendler:
Exploiting Class Learnability in Noisy Data. CoRR abs/1811.06524 (2018) - 2017
- [c9]Eric Heim, Alexander Seitel, Christian Stock, Tobias Roß, Lena Maier-Hein:
Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung. Bildverarbeitung für die Medizin 2017: 17 - 2016
- [c8]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:
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence. MICCAI (2) 2016: 616-623 - [c7]Thomas Kilgus, R. Bux, Alfred Michael Franz
, Wiebke Johnen, Eric Heim, Markus Fangerau, Michael Müller, Kathrin Yen, Lena Maier-Hein:
Structure Sensor for mobile markerless augmented reality. Image-Guided Procedures 2016: 97861L - [c6]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:
A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data. Image Processing 2016: 97841I - [i5]Eric Heim, Alexander Seitel, Christian Stock, Fabian Isensee, Lena Maier-Hein:
Clickstream analysis for crowd-based object segmentation with confidence. CoRR abs/1611.08527 (2016) - 2015
- [j3]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:
Mobile markerless augmented reality and its application in forensic medicine. Int. J. Comput. Assist. Radiol. Surg. 10(5): 573-586 (2015) - [j2]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
:
Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences. Int. J. Comput. Assist. Radiol. Surg. 10(8): 1201-1212 (2015) - [c5]Eric Heim, Milos Hauskrecht:
Sparse multidimensional patient modeling using auxiliary confidence labels. BIBM 2015: 331-336 - [c4]Eric Heim, Tobias Roß, Tobias Norajitra, Marco Nolden, Keno März, Daniel Kondermann, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein:
Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen. CURAC 2015: 37-42 - [c3]Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht:
Efficient Online Relative Comparison Kernel Learning. SDM 2015: 271-279 - [i4]Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht:
Efficient Online Relative Comparison Kernel Learning. CoRR abs/1501.01242 (2015) - [i3]Eric Heim, Milos Hauskrecht:
Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels. CoRR abs/1507.07955 (2015) - [i2]Eric Heim, Matthew Berger, Lee M. Seversky, Milos Hauskrecht:
Active Perceptual Similarity Modeling with Auxiliary Information. CoRR abs/1511.02254 (2015) - 2014
- [j1]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
:
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. IEEE Trans. Medical Imaging 33(10): 1913-1930 (2014) - [c2]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:
GPGPU-beschleunigter anisotroper ICP zur Registrierung von Tiefendaten. Bildverarbeitung für die Medizin 2014: 24-29 - [c1]Eric Heim, Hamed Valizadegan, Milos Hauskrecht:
Relative Comparison Kernel Learning with Auxiliary Kernels. ECML/PKDD (1) 2014: 563-578 - 2013
- [i1]Eric Heim, Hamed Valizadegan, Milos Hauskrecht:
Relative Comparison Kernel Learning with Auxiliary Kernels. CoRR abs/1309.0489 (2013)
Coauthor Index

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