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Fred A. Hamprecht
Fred A. Hamprecht
Professor, Heidelberg University
Подтвержден адрес электронной почты в домене iwr.uni-heidelberg.de - Главная страница
Название
Процитировано
Процитировано
Год
Ilastik: interactive machine learning for (bio) image analysis
S Berg, D Kutra, T Kroeger, CN Straehle, BX Kausler, C Haubold, ...
Nature methods 16 (12), 1226-1232, 2019
20482019
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
17831998
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
16242019
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
14012011
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, 1-16, 2009
13782009
An objective comparison of cell-tracking algorithms
V Ulman, M Maška, KEG Magnusson, O Ronneberger, C Haubold, ...
Nature methods 14 (12), 1141-1152, 2017
6182017
Essentially no barriers in neural network energy landscape
F Draxler, K Veschgini, M Salmhofer, F Hamprecht
International conference on machine learning, 1309-1318, 2018
4572018
Learning steerable filters for rotation equivariant cnns
M Weiler, FA Hamprecht, M Storath
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
4432018
On oblique random forests
BH Menze, BM Kelm, DN Splitthoff, U Koethe, FA Hamprecht
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
3362011
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
3042014
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
3021998
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
2752012
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
2542008
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, 155-184, 2015
2452015
Accurate and versatile 3D segmentation of plant tissues at cellular resolution
A Wolny, L Cerrone, A Vijayan, R Tofanelli, AV Barro, M Louveaux, ...
Elife 9, e57613, 2020
2372020
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
2242013
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
2152011
Imagining the future of bioimage analysis
E Meijering, AE Carpenter, H Peng, FA Hamprecht, JC Olivo-Marin
Nature biotechnology 34 (12), 1250-1255, 2016
2102016
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
2082021
Multicut brings automated neurite segmentation closer to human performance
T Beier, C Pape, N Rahaman, T Prange, S Berg, DD Bock, A Cardona, ...
Nature methods 14 (2), 101-102, 2017
1802017
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