Dmitrij Schlesinger

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 11

Top Topics

Discriminative Classifiers

Conditional Independence

Top Venues

Publications

Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov
Symmetric Equilibrium Learning of VAEs. AISTATS (2024)
Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov
Symmetric Equilibrium Learning of VAEs. CoRR (2023)
Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach
VAE Approximation Error: ELBO and Exponential Families. ICLR (2022)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) (2022)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. CoRR (2022)
Dmitrij Schlesinger, Alexander Shekhovtsov, Boris Flach
VAE Approximation Error: ELBO and Conditional Independence. CoRR (2021)
Dmitrij Schlesinger
A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models. CoRR (2017)
Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmueller
Crowd sourcing image segmentation with iaSTAPLE. ISBI (2017)
Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmüller
Crowd Sourcing Image Segmentation with iaSTAPLE. CoRR (2017)
Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. S. Torr, Carsten Rother
Joint Training of Generic CNN-CRF Models with Stochastic Optimization. ACCV (2) (2016)
Dmitrij Schlesinger, Carsten Rother
Implicit Modeling - A Generalization of Discriminative and Generative Approaches. CoRR (2016)
Alexander Kirillov, Bogdan Savchynskyy, Dmitrij Schlesinger, Dmitry P. Vetrov, Carsten Rother
Inferring M-Best Diverse Labelings in a Single One. ICCV (2015)
Alexander Kirillov, Dmitrij Schlesinger, Walter Forkel, Anatoly Zelenin, Shuai Zheng, Philip H. S. Torr, Carsten Rother
Efficient Likelihood Learning of a Generic CNN-CRF Model for Semantic Segmentation. CoRR (2015)
Dmitrij Schlesinger
A Continuous Shape Prior for MRF-Based Segmentation. EMMCVPR (2013)
Alexander Zouhar, Dmitrij Schlesinger, Siegfried Fuchs
Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework. GCPR (2013)
Dmitrij Schlesinger
A Real-Time MRF Based Approach for Binary Segmentation. DAGM/OAGM Symposium (2012)
Boris Flach, Dmitrij Schlesinger
Modelling composite shapes by Gibbs random fields. CVPR (2011)
Boris Flach, Dmitrij Schlesinger
Modelling Distributed Shape Priors by Gibbs Random Fields of Second Order CoRR (2011)
Denis Kirmizigül, Dmitrij Schlesinger
Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation. DAGM-Symposium (2010)
Dmitrij Schlesinger
General Search Algorithms for Energy Minimization Problems. EMMCVPR (2009)
Boris Flach, Dmitrij Schlesinger
Combining Shape Priors and MRF-Segmentation. SSPR/SPR (2008)
Dmitrij Schlesinger, Boris Flach
A Probabilistic Segmentation Scheme. DAGM-Symposium (2008)
Dmitrij Schlesinger
Exact Solution of Permuted Submodular MinSum Problems. EMMCVPR (2007)
Dmitrij Schlesinger
Template Based Gibbs Probability Distributions for Texture Modeling and Segmentation. DAGM-Symposium (2006)
Dmitrij Schlesinger, Boris Flach, Alexander Shekhovtsov
A Higher Order MRF-Model for Stereo-Reconstruction. DAGM-Symposium (2004)
Dmitrij Schlesinger
Gibbs Probability Distributions for Stereo Reconstruction. DAGM-Symposium (2003)
Boris Flach, Eeri Kask, Dmitrij Schlesinger, Andriy Skulish
Unifying Registration and Segmentation for Multi-sensor Images. DAGM-Symposium (2002)