Fred A. Hamprecht
Orcid: 0000-0003-4148-5043Affiliations:
- University of Heidelberg, Interdisciplinary Center for Scientific Computing, Germany
According to our database1,
Fred A. Hamprecht
authored at least 141 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
2023
KineticNet: Deep learning a transferable kinetic energy functional for orbital-free density functional theory.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
DISCo: Deep Learning, Instance Segmentation, and Correlations for Cell Segmentation in Calcium Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020
Proceedings of the 31st British Machine Vision Conference 2020, 2020
2019
DISCo for the CIA: Deep learning, Instance Segmentation, and Correlations for Calcium Imaging Analysis.
CoRR, 2019
A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation.
CoRR, 2019
CoRR, 2019
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
IEEE Trans. Medical Imaging, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Pattern Recognition - 40th German Conference, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
2015
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems.
Int. J. Comput. Vis., 2015
Comput. Medical Imaging Graph., 2015
Bioinform., 2015
The Deep Feed-Forward Gaussian Process: An Effective Generalization to Covariance Priors.
Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015
Who Is Talking to Whom: Synaptic Partner Detection in Anisotropic Volumes of Insect Brain.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proof-reading guidance in cell tracking by sampling from tracking-by-assignment models.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Improving 3D EM data segmentation by joint optimization over boundary evidence and biological priors.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
IEEE Trans. Medical Imaging, 2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Automated cell nucleus detection for large-volume electron microscopy of neural tissue.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Tracking Indistinguishable Translucent Objects over Time Using Weakly Supervised Structured Learning.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Automated identification of neuronal activity from calcium imaging by sparse dictionary learning.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Weakly Supervised Learning of Image Partitioning Using Decision Trees with Structured Split Criteria.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the Pattern Recognition - 35th German Conference, 2013
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries.
Medical Image Anal., 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness.
Proceedings of the Computer Vision - ECCV 2012, 2012
The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models.
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
An object-oriented library for systematic training and comparison of classifiers for computer-assisted tumor diagnosis from MRSI measurements.
Comput. Sci. Res. Dev., 2011
CoRR, 2011
A Framework for Interactive Visualization and Classification of Dynamical Processes at the Water Surface.
Proceedings of the 16th International Workshop on Vision, Modeling, and Visualization, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Carving: Scalable Interactive Segmentation of Neural Volume Electron Microscopy Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
2010
The Lazy Flipper: MAP Inference in Higher-Order Graphical Models by Depth-limited Exhaustive Search
CoRR, 2010
Deuteration distribution estimation with improved sequence coverage for HX/MS experiments.
Bioinform., 2010
Computational protein profile similarity screening for quantitative mass spectrometry experiments.
Bioinform., 2010
Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010
Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM.
Proceedings of the Pattern Recognition, 2010
An Object-oriented Library for Systematic Training and Comparison of Classifiers for Computer-assisted Tumor Diagnosis from MRSI Measurements.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
2009
Estimating Kinetic Parameter Maps From Dynamic Contrast-Enhanced MRI Using Spatial Prior Knowledge.
IEEE Trans. Medical Imaging, 2009
Principal Component Imagery for the Quality Monitoring of Dynamic Laser Welding Processes.
IEEE Trans. Ind. Electron., 2009
Near optimum sampling design and an efficient algorithm for single tone frequency estimation.
Digit. Signal Process., 2009
A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data.
BMC Bioinform., 2009
Proceedings of the Discrete Geometry for Computer Imagery, 2009
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times.
Proceedings of the Pattern Recognition, 2009
2008
IEEE Trans. Image Process., 2008
IEEE Trans. Ind. Electron., 2008
A theoretical and experimental investigation of the systematic errors and statistical uncertainties of Time-Of-Flight-cameras.
Int. J. Intell. Syst. Technol. Appl., 2008
Proceedings of the Pattern Recognition, 2008
On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Semi-supervised Tumor Detection in Magnetic Resonance Spectroscopic Images Using Discriminative Random Fields.
Proceedings of the Pattern Recognition, 2007
Proceedings of the Pattern Recognition, 2007
2006
From Eigenspots to Fisherspots - Latent Spaces in the Nonlinear Detection of Spot Patterns in a Highly Varying Background.
Proceedings of the Advances in Data Analysis, 2006
Bayesian Estimation of Smooth Parameter Maps for Dynamic Contrast-Enhanced MR Images with Block-ICM.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Machine-Based Rejection of Low-Quality Spectra and Estimation of Brain Tumor Probabilities from Magnetic Resonance Spectroscopic Images.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
CLARET: A Tool for Fully Automated Evaluation of MRSI with Pattern Recognition Methods.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
2005
2004
Proceedings of the Classification, 2004
Two-stage Classification with Automatic Feature Selection for an Industrial Application.
Proceedings of the Classification, 2004
2002
Chemical Library Subset Selection Algorithms: A Unified Derivation Using Spatial Statistics.
J. Chem. Inf. Comput. Sci., 2002
Proceedings of the Pattern Recognition, 2002
1998
Theoretical investigations of NMR chemical shifts and reactivities of oxovanadium(v) compounds.
J. Comput. Chem., 1998