Discrete Optimization

Variational Inference in Mixed Probabilistic Submodular Models NeurIPS 2016 Video-Story Composition via Plot Analysis CVPR 2016 What Players Do With the Ball: A Physically Constrained Interaction Modeling CVPR 2016 A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NeurIPS 2015 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015 Discrete Hyper-Graph Matching CVPR 2015 Distributed Submodular Cover: Succinctly Summarizing Massive Data NeurIPS 2015 Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015 Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015 Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015 Fast Action Proposals for Human Action Detection and Search CVPR 2015 GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking CVPR 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015 How Hard is Inference for Structured Prediction? ICML 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 MRF Optimization by Graph Approximation CVPR 2015 On Greedy Maximization of Entropy ICML 2015 On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015 Practical Robust Two-View Translation Estimation CVPR 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015