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2020 – today
- 2023
[j10]Florian Becker
, Age K. Smilde, Evrim Acar:
Unsupervised EHR-based phenotyping via matrix and tensor decompositions. WIREs Data. Mining. Knowl. Discov. 13(4) (2023)- [i5]Florian Becker, Katharina Rauthmann, Lutz Pauli, Philipp Knechtges:
An Eigenvalue-Free Implementation of the Log-Conformation Formulation. CoRR abs/2308.09394 (2023) - [i4]Jan Brabec, Filip Srajer, Radek Starosta, Tomás Sixta, Marc Dupont, Milos Lenoch, Jirí Mensík, Florian Becker, Jakub Boros, Tomás Pop, Pavel Novák:
A Modular and Adaptive System for Business Email Compromise Detection. CoRR abs/2308.10776 (2023) - 2022
- [j9]Sina Stocker, Johannes Gasteiger, Florian Becker, Stephan Günnemann, Johannes T. Margraf:
How robust are modern graph neural network potentials in long and hot molecular dynamics simulations? Mach. Learn. Sci. Technol. 3(4): 45010 (2022) - [c18]Florian Becker, Mari Nygård, Jan Nygård, Age K. Smilde, Evrim Acar:
Phenotyping of Cervical Cancer Risk Groups via Generalized Low-Rank Models Using Medical Questionnaires. NAIS 2022: 94-110 - [i3]Florian Becker, Age K. Smilde, Evrim Acar:
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions. CoRR abs/2209.00322 (2022) - 2021
- [j8]Florian Becker, Andreas Backhaus, Felix Johrden, Merle Flitter:
Optimal multispectral sensor configurations through machine learning for cognitive agriculture. Autom. 69(4): 336-344 (2021) - [c17]Johannes Gasteiger, Florian Becker, Stephan Günnemann:
GemNet: Universal Directional Graph Neural Networks for Molecules. NeurIPS 2021: 6790-6802 - [i2]Johannes Gasteiger, Florian Becker, Stephan Günnemann:
GemNet: Universal Directional Graph Neural Networks for Molecules. CoRR abs/2106.08903 (2021)
2010 – 2019
- 2019
- [d1]Tillmann Mühlpfordt, Frederik Zahn, Florian Becker, Timm Faulwasser, Veit Hagenmeyer:
timueh/PolyChaos.jl: v0.1.2. Zenodo, 2019
- 2017
- [j7]Johannes Berger, Frank Lenzen, Florian Becker, Andreas Neufeld, Christoph Schnörr:
Second-Order Recursive Filtering on the Rigid-Motion Lie Group SE3 Based on Nonlinear Observations. J. Math. Imaging Vis. 58(1): 102-129 (2017) - 2015
- [c16]Andreas Neufeld, Johannes Berger, Florian Becker, Frank Lenzen, Christoph Schnörr:
Estimating Vehicle Ego-Motion and Piecewise Planar Scene Structure from Optical Flow in a Continuous Framework. GCPR 2015: 41-52 - [c15]Hoang Vu Nguyen, Klemens Böhm, Florian Becker, Bertrand Goldman, Georg Hinkel, Emmanuel Müller:
Identifying User Interests within the Data Space - a Case Study with SkyServer. EDBT 2015: 641-652 - [c14]Johannes Berger, Andreas Neufeld, Florian Becker, Frank Lenzen, Christoph Schnörr:
Second Order Minimum Energy Filtering on $${\text {SE}}_{3}$$ with Nonlinear Measurement Equations. SSVM 2015: 397-409 - [r1]Florian Becker, Stefania Petra, Christoph Schnörr:
Optical Flow. Handbook of Mathematical Methods in Imaging 2015: 1945-2004 - 2014
- [j6]Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr:
Solving Quasi-Variational Inequalities for Image Restoration with Adaptive Constraint Sets. SIAM J. Imaging Sci. 7(4): 2139-2174 (2014) - [i1]Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr:
Solving QVIs for Image Restoration with Adaptive Constraint Sets. CoRR abs/1407.0921 (2014) - 2013
- [j5]Frank Lenzen, Florian Becker, Jan Lellmann, Stefania Petra, Christoph Schnörr:
A class of quasi-variational inequalities for adaptive image denoising and decomposition. Comput. Optim. Appl. 54(2): 371-398 (2013) - [j4]Florian Becker, Frank Lenzen, Jörg H. Kappes, Christoph Schnörr:
Variational Recursive Joint Estimation of Dense Scene Structure and Camera Motion from Monocular High Speed Traffic Sequences. Int. J. Comput. Vis. 105(3): 269-297 (2013) - [c13]Frank Lenzen, Kwang In Kim, Henrik Schäfer, Rahul Nair, Stephan Meister, Florian Becker, Christoph S. Garbe, Christian Theobalt:
Denoising Strategies for Time-of-Flight Data. Time-of-Flight and Depth Imaging 2013: 25-45 - [c12]Frank Lenzen, Florian Becker, Jan Lellmann:
Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities. SSVM 2013: 61-73 - [c11]Stefania Petra, Christoph Schnörr, Florian Becker, Frank Lenzen:
B-SMART: Bregman-Based First-Order Algorithms for Non-negative Compressed Sensing Problems. SSVM 2013: 110-124 - 2012
- [j3]Florian Becker, Bernhard Wieneke, Stefania Petra, Andreas Schröder, Christoph Schnörr:
Variational Adaptive Correlation Method for Flow Estimation. IEEE Trans. Image Process. 21(6): 3053-3065 (2012) - [j2]Florian Becker, Bernhard Wieneke, Stefania Petra, Andreas Schröder, Christoph Schnörr:
Corrections to "Variational Adaptive Correlation Method for Flow Estimation". IEEE Trans. Image Process. 21(8): 3813-3814 (2012) - 2011
- [c10]Florian Becker, Frank Lenzen, Jörg H. Kappes, Christoph Schnörr:
Variational recursive joint estimation of dense scene structure and camera motion from monocular high speed traffic sequences. ICCV 2011: 1692-1699 - [c9]Predrag Jakimovski, Florian Becker, Stephan Sigg, Hedda Rahel Schmidtke, Michael Beigl:
Collective Communication for Dense Sensing Environments. Intelligent Environments 2011: 157-164 - [c8]Stephan Sigg, Predrag Jakimovski, Florian Becker, Hedda Rahel Schmidtke, Martin Alexander Neumann, Yusheng Ji, Michael Beigl:
Neuron Inspired Collaborative Transmission in Wireless Sensor Networks. MobiQuitous 2011: 273-284 - [c7]Frank Lenzen, Florian Becker, Jan Lellmann, Stefania Petra, Christoph Schnörr:
Variational Image Denoising with Adaptive Constraint Sets. SSVM 2011: 206-217
2000 – 2009
- 2009
- [b1]Florian Becker:
Variational correlation and decomposition methods for particle image velocimetry. Heidelberg University, 2009, pp. 1-170 - [c6]Jan Lellmann, Florian Becker, Christoph Schnörr:
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers. ICCV 2009: 646-653 - [c5]Jan Lellmann, Jörg H. Kappes, Jing Yuan, Florian Becker, Christoph Schnörr:
Convex Multi-class Image Labeling by Simplex-Constrained Total Variation. SSVM 2009: 150-162 - 2008
- [c4]Florian Becker, Christoph Schnörr:
Decomposition of Quadratic Variational Problems. DAGM-Symposium 2008: 325-334 - [c3]Florian Becker, Bernhard Wieneke, Jing Yuan, Christoph Schnörr:
A Variational Approach to Adaptive Correlation for Motion Estimation in Particle Image Velocimetry. DAGM-Symposium 2008: 335-344 - 2007
- [j1]Martin Welk, Joachim Weickert, Florian Becker, Christoph Schnörr, Christian Feddern, Bernhard Burgeth:
Median and related local filters for tensor-valued images. Signal Process. 87(2): 291-308 (2007) - 2005
- [c2]Martin Welk, Florian Becker, Christoph Schnörr, Joachim Weickert:
Matrix-Valued Filters as Convex Programs. Scale-Space 2005: 204-216 - [c1]Jing Yuan, Christoph Schnörr, Gabriele Steidl, Florian Becker:
A Study of Non-smooth Convex Flow Decomposition. VLSM 2005: 1-12
Coauthor Index
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