Boris Flach

38 papers A* 3A 2C 2Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Multivariate Models with Parametric Conditionals.
CoRR
Dmitrij Schlesinger, Boris Flach, Alexander Shekhovtsov
2025 — conf
Game-theoretic distributed learning of generative models for heterogeneous data collections.
FLLM
Dmitrij Schlesinger, Boris Flach
2025 J jnl
Game-theoretic distributed learning of generative models for heterogeneous data collections.
CoRR
Dmitrij Schlesinger, Boris Flach
2025 J jnl
Semi-Supervised Learning for Spatio-Temporal Landcover Monitoring.
IEEE Geosci. Remote. Sens. Lett.
Boris Flach, Tomás Dlask, Lukás Brodský
2024 A conf
Symmetric Equilibrium Learning of VAEs.
AISTATS
Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov
2023 J jnl
Symmetric Equilibrium Learning of VAEs.
CoRR
Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov
2022 A* conf
VAE Approximation Error: ELBO and Exponential Families.
ICLR
Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach
2021 J jnl
VAE Approximation Error: ELBO and Conditional Independence.
CoRR
Dmitrij Schlesinger, Alexander Shekhovtsov, Boris Flach
2020 J jnl
Coupling cell detection and tracking by temporal feedback.
Mach. Vis. Appl.
Tomás Sixta, Jiahui Cao, Jochen Seebach, Hans Schnittler, Boris Flach
2020 A* conf
Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks.
NeurIPS
Alexander Shekhovtsov, Viktor Yanush, Boris Flach
2020 J jnl
Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks.
CoRR
Alexander Shekhovtsov, Viktor Yanush, Boris Flach
2019 — conf
Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers.
ICLR (Poster)
Alexander Shekhovtsov, Boris Flach
2018 J jnl
Feed-forward Uncertainty Propagation in Belief and Neural Networks.
CoRR
Alexander Shekhovtsov, Boris Flach, Michal Busta
2018 J jnl
Normalization of Neural Networks using Analytic Variance Propagation.
CoRR
Alexander Shekhovtsov, Boris Flach
2018 — conf
Stochastic Normalizations as Bayesian Learning.
ACCV (2)
Alexander Shekhovtsov, Boris Flach
2018 J jnl
Stochastic Normalizations as Bayesian Learning.
CoRR
Alexander Shekhovtsov, Boris Flach
2017 J jnl
Generative learning for deep networks.
CoRR
Boris Flach, Alexander Shekhovtsov, Ondrej Fikar
2016 — conf
Multiple Object Segmentation and Tracking by Bayes Risk Minimization.
MICCAI (2)
Tomás Sixta, Boris Flach
2015 — conf
Joint Segmentation and Registration Through the Duality of Congealing and Maximum Likelihood Estimate.
IPMI
Boris Flach, Archibald Pontier
2014 — ch.
Dynamic Programming.
Computer Vision, A Reference Guide
Boris Flach, Václav Hlavác
2014 — ch.
Expectation Maximization Algorithm.
Computer Vision, A Reference Guide
Boris Flach, Václav Hlavác
2014 J jnl
M-best solutions for a class of fuzzy constraint satisfaction problems.
CoRR
Michail I. Schlesinger, Boris Flach, Evgeniy Vodolazskiy
2013 J jnl
A Class of Random Fields on Complete Graphs with Tractable Partition Function.
IEEE Trans. Pattern Anal. Mach. Intell.
Boris Flach
2013 A conf
Unsupervised (parameter) learning for MRFs on bipartite graphs.
BMVC
Boris Flach, Tomás Sixta
2012 J jnl
A class of random fields on complete graphs with tractable partition function
CoRR
Boris Flach
2011 J jnl
Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order
CoRR
Boris Flach, Dmitrij Schlesinger
2011 A* conf
Modelling composite shapes by Gibbs random fields.
CVPR
Boris Flach, Dmitrij Schlesinger
2008 — conf
A Probabilistic Segmentation Scheme.
DAGM-Symposium
Dmitrij Schlesinger, Boris Flach
2008 — conf
Combining Shape Priors and MRF-Segmentation.
SSPR/SPR
Boris Flach, Dmitrij Schlesinger
2006 C ed.
Combinatorial Image Analysis, 11th International Workshop, IWCIA 2006, Berlin, Germany, June 19-21, 2006, Proceedings
IWCIA
Ralf Reulke, Ulrich Eckardt, Boris Flach, Uwe Knauer, Konrad Polthier
2004 — conf
A Higher Order MRF-Model for Stereo-Reconstruction.
DAGM-Symposium
Dmitrij Schlesinger, Boris Flach, Alexander Shekhovtsov
2004 C conf
Joint Non-rigid Motion Estimation and Segmentation.
IWCIA
Boris Flach, Radim Sára
2002 — conf
Unifying Registration and Segmentation for Multi-sensor Images.
DAGM-Symposium
Boris Flach, Eeri Kask, Dmitrij Schlesinger, Andriy Skulish
2000 — conf
A Class of Solvable Consistent Labeling Problems.
SSPR/SPR
Boris Flach, Michail I. Schlesinger
1996 — conf
Objektsegmentierung durch Textur- und Randextraktion.
DAGM-Symposium
C. Brock, Boris Flach, Eeri Kask, R. Osterland
1995 J jnl
Analog Parallel Algorithms for Computational Geometry.
Parallel Algorithms Appl.
Frank K. H. A. Dehne, Jörg-Rüdiger Sack, Natana Valiveti, Boris Flach
1993 — conf
Neuronales Sysem zur Objektsegmentierung in der Mikrostrukturvermessung.
DAGM-Symposium
Boris Flach, Eeri Kask, R. Osterland
1992 — conf
Lokale Neuronale Filter.
DAGM-Symposium
Boris Flach, H. Guth, R. Osterland