Structured Prediction

Combinatorial Energy Learning for Image Segmentation NeurIPS 2016 Convex Two-Layer Modeling with Latent Structure NeurIPS 2016 Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016 DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016 Iterative Instance Segmentation CVPR 2016 Learning to Co-Generate Object Proposals With a Deep Structured Network CVPR 2016 Moral Lineage Tracing CVPR 2016 Semantic Segmentation With Boundary Neural Fields CVPR 2016 Structured Regression Gradient Boosting CVPR 2016 Calibrated Structured Prediction NeurIPS 2015 Deep Convolutional Neural Fields for Depth Estimation From a Single Image CVPR 2015 Deep Hierarchical Parsing for Semantic Segmentation CVPR 2015 Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction CVPR 2015 Efficient Non-greedy Optimization of Decision Trees NeurIPS 2015 Embedding Inference for Structured Multilabel Prediction NeurIPS 2015 HC-Search for Structured Prediction in Computer Vision 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 Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015 Lifted Symmetry Detection and Breaking for MAP Inference NeurIPS 2015 On the Optimality of Classifier Chain for Multi-label Classification NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images CVPR 2015 Target Identity-Aware Network Flow for Online Multiple Target Tracking CVPR 2015 An Integer Polynomial Programming Based Framework for Lifted MAP Inference NeurIPS 2014