Shekhovtsov, Alexander

18 publications

AISTATS 2024 Symmetric Equilibrium Learning of VAEs Boris Flach, Dmitrij Schlesinger, Alexander Shekhovtsov

ICML 2023 Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-SoftMax Gradient Estimator Alexander Shekhovtsov

ICCV 2023 Generalized Differentiable RANSAC Tong Wei, Yash Patel, Alexander Shekhovtsov, Jiri Matas, Daniel Barath

ICLR 2022 VAE Approximation Error: ELBO and Exponential Families Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach

CVPRW 2021 Initialization and Transfer Learning of Stochastic Binary Networks from Real-Valued Ones Anastasiia Livochka, Alexander Shekhovtsov

NeurIPS 2020 Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks Alexander Shekhovtsov, Viktor Yanush, Boris Flach

AISTATS 2020 Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

ICLR 2019 Feed-Forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers Alexander Shekhovtsov, Boris Flach

ECCV 2018 MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

CVPR 2017 End-to-End Training of Hybrid CNN-CRF Models for Stereo Patrick Knobelreiter, Christian Reinbacher, Alexander Shekhovtsov, Thomas Pock

ECCV 2016 Complexity of Discrete Energy Minimization Problems Mengtian Li, Alexander Shekhovtsov, Daniel Huber

NeurIPS 2016 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

CVPR 2015 Maximum Persistency via Iterative Relaxed Inference with Graphical Models Alexander Shekhovtsov, Paul Swoboda, Bogdan Savchynskyy

CVPR 2014 Maximum Persistency in Energy Minimization Alexander Shekhovtsov

ICCVW 2009 Scalable Multi-View Stereo Michal Jancosek, Alexander Shekhovtsov, Tomás Pajdla

CVPRW 2008 A Discrete Search Method for Multi-Modal Non-Rigid Image Registration Alexander Shekhovtsov, Juan D. García-Arteaga, Tomás Werner

ICML 2008 On Partial Optimality in Multi-Label MRFs Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov, Philip H. S. Torr

CVPR 2007 Efficient MRF Deformation Model for Non-Rigid Image Matching Alexander Shekhovtsov, Ivan Kovtun, Václav Hlavác