Dmitrij Schlesinger

30 papers A* 3A 1Journal 10Unranked 16

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