Boris Flach

According to our database, Boris Flach authored at least 29 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Symmetric Equilibrium Learning of VAEs.

Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

VAE Approximation Error: ELBO and Exponential Families.

Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

VAE Approximation Error: ELBO and Conditional Independence.

Dmitrij Schlesinger, Alexander Shekhovtsov, Boris Flach

CoRR, 2021

2020

Coupling cell detection and tracking by temporal feedback.

Tomás Sixta, Jiahui Cao, Jochen Seebach, Hans Schnittler, Boris Flach

Mach. Vis. Appl., 2020

Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks.

Alexander Shekhovtsov, Viktor Yanush, Boris Flach

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.

Alexander Shekhovtsov, Boris Flach

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Feed-forward Uncertainty Propagation in Belief and Neural Networks.

Alexander Shekhovtsov, Boris Flach, Michal Busta

CoRR, 2018

Normalization of Neural Networks using Analytic Variance Propagation.

Alexander Shekhovtsov, Boris Flach

CoRR, 2018

Stochastic Normalizations as Bayesian Learning.

Alexander Shekhovtsov, Boris Flach

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Generative learning for deep networks.

Boris Flach, Alexander Shekhovtsov, Ondrej Fikar

CoRR, 2017

2016

Multiple Object Segmentation and Tracking by Bayes Risk Minimization.

Tomás Sixta, Boris Flach

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.

Boris Flach, Archibald Pontier

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Expectation Maximization Algorithm.

Boris Flach, Václav Hlavác

Computer Vision, A Reference Guide, 2014

Dynamic Programming.

Boris Flach, Václav Hlavác

Computer Vision, A Reference Guide, 2014

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

Michail I. Schlesinger, Boris Flach, Evgeniy Vodolazskiy

CoRR, 2014

2013

A Class of Random Fields on Complete Graphs with Tractable Partition Function.

Boris Flach

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Unsupervised (parameter) learning for MRFs on bipartite graphs.

Boris Flach, Tomás Sixta

Proceedings of the British Machine Vision Conference, 2013

2011

Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order

Boris Flach, Dmitrij Schlesinger

CoRR, 2011

Modelling composite shapes by Gibbs random fields.

Boris Flach, Dmitrij Schlesinger

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2008

Combining Shape Priors and MRF-Segmentation.

Boris Flach, Dmitrij Schlesinger

Proceedings of the Structural, 2008

A Probabilistic Segmentation Scheme.

Dmitrij Schlesinger, Boris Flach

Proceedings of the Pattern Recognition, 2008

2004

Joint Non-rigid Motion Estimation and Segmentation.

Boris Flach, Radim Sára

Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

A Higher Order MRF-Model for Stereo-Reconstruction.

Dmitrij Schlesinger, Boris Flach, Alexander Shekhovtsov

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2002

Unifying Registration and Segmentation for Multi-sensor Images.

Boris Flach, Eeri Kask, Dmitrij Schlesinger, Andriy Skulish

Proceedings of the Pattern Recognition, 2002

2000

A Class of Solvable Consistent Labeling Problems.

Boris Flach, Michail I. Schlesinger

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.

C. Brock, Boris Flach, Eeri Kask, R. Osterland

Proceedings of the Mustererkennung 1996, 1996

1995

Analog Parallel Algorithms for Computational Geometry.

Frank K. H. A. Dehne, Jörg-Rüdiger Sack, Natana Valiveti, Boris Flach

Parallel Algorithms Appl., 1995

1993

Neuronales Sysem zur Objektsegmentierung in der Mikrostrukturvermessung.

Boris Flach, Eeri Kask, R. Osterland

Proceedings of the Mustererkennung 1993, 1993

1992

Lokale Neuronale Filter.

Boris Flach, H. Guth, R. Osterland

Proceedings of the Mustererkennung 1992, 1992