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Discrete Optimization

705 directly classified papers

Papers per year

Papers

Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015
On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015
Distributed Submodular Cover: Succinctly Summarizing Massive Data NIPS 2015
Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NIPS 2015
Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015
How Hard is Inference for Structured Prediction? ICML 2015
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
On Greedy Maximization of Entropy ICML 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Efficient Video Segmentation Using Parametric Graph Partitioning ICCV 2015
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts ICCV 2015
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015
SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals NIPS 2015
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NIPS 2015
Multi-Heuristic A* RSS 2014
Rounding-based Moves for Metric Labeling NIPS 2014
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NIPS 2014
Video Classification using Semantic Concept Co-occurrences CVPR 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Efficient Structured Parsing of Facades Using Dynamic Programming CVPR 2014
Submodularization for Binary Pairwise Energies CVPR 2014
Maximum Persistency in Energy Minimization CVPR 2014
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems CVPR 2014
Higher-Order Clique Reduction Without Auxiliary Variables CVPR 2014