Florian Becker

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 13

Top Venues

Heidelberg University (PHD)

Education History

Heidelberg University

PHD

Publications

Florian Becker, Age K. Smilde, Evrim Acar
Unsupervised EHR-based phenotyping via matrix and tensor decompositions. WIREs Data. Mining. Knowl. Discov. 13 (4) (2023)
Florian Becker, Katharina Rauthmann, Lutz Pauli, Philipp Knechtges
An Eigenvalue-Free Implementation of the Log-Conformation Formulation. CoRR (2023)
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 (2023)
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) (2022)
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)
Florian Becker, Age K. Smilde, Evrim Acar
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions. CoRR (2022)
Johannes Gasteiger, Florian Becker, Stephan Günnemann
GemNet: Universal Directional Graph Neural Networks for Molecules. NeurIPS (2021)
Florian Becker, Andreas Backhaus, Felix Johrden, Merle Flitter
Optimal multispectral sensor configurations through machine learning for cognitive agriculture. Autom. 69 (4) (2021)
Johannes Klicpera, Florian Becker, Stephan Günnemann
GemNet: Universal Directional Graph Neural Networks for Molecules. CoRR (2021)
Johannes Berger, Frank Lenzen, Florian Becker, Andreas Neufeld, Christoph Schnörr
Based on Nonlinear Observations. J. Math. Imaging Vis. 58 (1) (2017)
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)
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)
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)
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) (2014)
Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr
Solving QVIs for Image Restoration with Adaptive Constraint Sets. CoRR (2014)
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)
Frank Lenzen, Florian Becker, Jan Lellmann
Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities. SSVM (2013)
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) (2013)
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) (2013)
Stefania Petra, Christoph Schnörr, Florian Becker, Frank Lenzen
B-SMART: Bregman-Based First-Order Algorithms for Non-negative Compressed Sensing Problems. SSVM (2013)
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) (2012)
Florian Becker, Bernhard Wieneke, Stefania Petra, Andreas Schröder, Christoph Schnörr
Variational Adaptive Correlation Method for Flow Estimation. IEEE Trans. Image Process. 21 (6) (2012)
Frank Lenzen, Florian Becker, Jan Lellmann, Stefania Petra, Christoph Schnörr
Variational Image Denoising with Adaptive Constraint Sets. SSVM (2011)
Predrag Jakimovski, Florian Becker, Stephan Sigg, Hedda Rahel Schmidtke, Michael Beigl
Collective Communication for Dense Sensing Environments. Intelligent Environments (2011)
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)
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)
Jan Lellmann, Florian Becker, Christoph Schnörr
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers. ICCV (2009)
Jan Lellmann, Jörg H. Kappes, Jing Yuan, Florian Becker, Christoph Schnörr
Convex Multi-class Image Labeling by Simplex-Constrained Total Variation. SSVM (2009)
Florian Becker, Bernhard Wieneke, Jing Yuan, Christoph Schnörr
A Variational Approach to Adaptive Correlation for Motion Estimation in Particle Image Velocimetry. DAGM-Symposium (2008)
Florian Becker, Christoph Schnörr
Decomposition of Quadratic Variational Problems. DAGM-Symposium (2008)
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) (2007)
Martin Welk, Florian Becker, Christoph Schnörr, Joachim Weickert
Matrix-Valued Filters as Convex Programs. Scale-Space (2005)
Jing Yuan, Christoph Schnörr, Gabriele Steidl, Florian Becker
A Study of Non-smooth Convex Flow Decomposition. VLSM (2005)

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Publication Activity (10 Years)

Top Topics

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Florian Becker