Boris Flach

According to our database1, Boris Flach authored at least 27 papers between 1992 and 2021.

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Bibliography

2021
VAE Approximation Error: ELBO and Conditional Independence.
CoRR, 2021

2020
Coupling cell detection and tracking by temporal feedback.
Mach. Vis. Appl., 2020

Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Feed-forward Uncertainty Propagation in Belief and Neural Networks.
CoRR, 2018

Normalization of Neural Networks using Analytic Variance Propagation.
CoRR, 2018

Stochastic Normalizations as Bayesian Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Generative learning for deep networks.
CoRR, 2017

2016
Multiple Object Segmentation and Tracking by Bayes Risk Minimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Joint Segmentation and Registration Through the Duality of Congealing and Maximum Likelihood Estimate.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
Expectation Maximization Algorithm.
Computer Vision, A Reference Guide, 2014

Dynamic Programming.
Computer Vision, A Reference Guide, 2014

M-best solutions for a class of fuzzy constraint satisfaction problems.
CoRR, 2014

2013
A Class of Random Fields on Complete Graphs with Tractable Partition Function.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Unsupervised (parameter) learning for MRFs on bipartite graphs.
Proceedings of the British Machine Vision Conference, 2013

2011
Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order
CoRR, 2011

Modelling composite shapes by Gibbs random fields.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2008
Combining Shape Priors and MRF-Segmentation.
Proceedings of the Structural, 2008

A Probabilistic Segmentation Scheme.
Proceedings of the Pattern Recognition, 2008

2004
Joint Non-rigid Motion Estimation and Segmentation.
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

A Higher Order MRF-Model for Stereo-Reconstruction.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2002
Unifying Registration and Segmentation for Multi-sensor Images.
Proceedings of the Pattern Recognition, 2002

2000
A Class of Solvable Consistent Labeling Problems.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

1996
Objektsegmentierung durch Textur- und Randextraktion.
Proceedings of the Mustererkennung 1996, 1996

1995
Analog Parallel Algorithms for Computational Geometry.
Parallel Algorithms Appl., 1995

1993
Neuronales Sysem zur Objektsegmentierung in der Mikrostrukturvermessung.
Proceedings of the Mustererkennung 1993, 1993

1992
Lokale Neuronale Filter.
Proceedings of the Mustererkennung 1992, 1992


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