Fred A. Hamprecht
Fred A. Hamprecht
Professor, Heidelberg University
Bestätigte E-Mail-Adresse bei iwr.uni-heidelberg.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Development and assessment of new exchange-correlation functionals
FA Hamprecht, AJ Cohen, DJ Tozer, NC Handy
The Journal of Chemical Physics 109 (15), 6264-6271, 1998
15231998
Ilastik: Interactive learning and segmentation toolkit
C Sommer, C Straehle, U Koethe, FA Hamprecht
2011 IEEE international symposium on biomedical imaging: From nano to macro …, 2011
9002011
A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data
BH Menze, BM Kelm, R Masuch, U Himmelreich, P Bachert, W Petrich, ...
BMC bioinformatics 10 (1), 213, 2009
4642009
Three-dimensional quantitative similarity− activity relationships (3d qsiar) from seal similarity matrices
H Kubinyi, FA Hamprecht, T Mietzner
Journal of medicinal chemistry 41 (14), 2553-2564, 1998
2761998
An objective comparison of cell-tracking algorithms
V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ...
Nature methods 14 (12), 1141-1152, 2017
2192017
On oblique random forests
BH Menze, BM Kelm, DN Splitthoff, U Koethe, FA Hamprecht
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
2122011
A comparative study of modern inference techniques for discrete energy minimization problems
J Kappes, B Andres, F Hamprecht, C Schnorr, S Nowozin, D Batra, S Kim, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2013
1972013
A comparative study of modern inference techniques for structured discrete energy minimization problems
JH Kappes, B Andres, FA Hamprecht, C Schnörr, S Nowozin, D Batra, ...
International Journal of Computer Vision 115 (2), 155-184, 2015
1812015
Learning to count with regression forest and structured labels
L Fiaschi, U Köthe, R Nair, FA Hamprecht
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
1732012
Robust prediction of the MASCOT score for an improved quality assessment in mass spectrometric proteomics
T Koenig, BH Menze, M Kirchner, F Monigatti, KC Parker, T Patterson, ...
Journal of proteome research 7 (9), 3708-3717, 2008
1732008
Visualizing a homogeneous blend in bulk heterojunction polymer solar cells by analytical electron microscopy
M Pfannmoller, H Flugge, G Benner, I Wacker, C Sommer, M Hanselmann, ...
Nano letters 11 (8), 3099-3107, 2011
1722011
Multi-modal brain tumor segmentation using deep convolutional neural networks
G Urban, M Bendszus, F Hamprecht, J Kleesiek
MICCAI BraTS (brain tumor segmentation) challenge. Proceedings, winning …, 2014
1622014
Learning steerable filters for rotation equivariant CNNs
M Weiler, FA Hamprecht, M Storath
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1342018
Automated detection and segmentation of synaptic contacts in nearly isotropic serial electron microscopy images
A Kreshuk, CN Straehle, C Sommer, U Koethe, M Cantoni, G Knott, ...
PloS one 6 (10), e24899, 2011
1342011
Segmentation of SBFSEM volume data of neural tissue by hierarchical classification
B Andres, U Köthe, M Helmstaedter, W Denk, FA Hamprecht
Joint Pattern Recognition Symposium, 142-152, 2008
1212008
Essentially no barriers in neural network energy landscape
F Draxler, K Veschgini, M Salmhofer, FA Hamprecht
arXiv preprint arXiv:1803.00885, 2018
1192018
On the spectral bias of neural networks
N Rahaman, A Baratin, D Arpit, F Draxler, M Lin, F Hamprecht, Y Bengio, ...
International Conference on Machine Learning, 5301-5310, 2019
1142019
Ilastik: interactive machine learning for (bio) image analysis
S Berg, D Kutra, T Kroeger, CN Straehle, BX Kausler, C Haubold, ...
Nature Methods, 1-7, 2019
1122019
Theoretical and experimental error analysis of continuous-wave time-of-flight range cameras
M Frank, M Plaue, H Rapp, U Koethe, B Jähne, FA Hamprecht
Optical Engineering 48 (1), 013602, 2009
1122009
Concise representation of mass spectrometry images by probabilistic latent semantic analysis
M Hanselmann, M Kirchner, BY Renard, ER Amstalden, K Glunde, ...
Analytical chemistry 80 (24), 9649-9658, 2008
1112008
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