Dmitrij Schlesinger

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

2022

VAE Approximation Error: ELBO and Exponential Families.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Enhancing Fairness of Visual Attribute Predictors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

VAE Approximation Error: ELBO and Conditional Independence.

[BibT_eX]

[DOI]

CoRR, 2021

2017

A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models.

[BibT_eX]

[DOI]

CoRR, 2017

Crowd sourcing image segmentation with iaSTAPLE.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Implicit Modeling - A Generalization of Discriminative and Generative Approaches.

[BibT_eX]

[DOI]

Carsten Rother

CoRR, 2016

Joint Training of Generic CNN-CRF Models with Stochastic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Efficient Likelihood Learning of a Generic CNN-CRF Model for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2015

Inferring M-Best Diverse Labelings in a Single One.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2013

A Continuous Shape Prior for MRF-Based Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework.

[BibT_eX]

[DOI]

Alexander Zouhar

Siegfried Fuchs

Proceedings of the Pattern Recognition - 35th German Conference, 2013

2012

A Real-Time MRF Based Approach for Binary Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2012

2011

Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order

[BibT_eX]

[DOI]

CoRR, 2011

Modelling composite shapes by Gibbs random fields.

[BibT_eX]

[DOI]

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

2010

Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation.

[BibT_eX]

[DOI]

Denis Kirmizigül

Proceedings of the Pattern Recognition, 2010

2009

General Search Algorithms for Energy Minimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008

Combining Shape Priors and MRF-Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

A Probabilistic Segmentation Scheme.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2008

2007

Exact Solution of Permuted Submodular MinSum Problems.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

2006

Template Based Gibbs Probability Distributions for Texture Modeling and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2006

2004

A Higher Order MRF-Model for Stereo-Reconstruction.

[BibT_eX]

[DOI]

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

2003

Gibbs Probability Distributions for Stereo Reconstruction.

[BibT_eX]

[DOI]